FREEDOM VILLAGES REGENERATIVE COMMUNITY
A resident-designed, resident-built, resident-governed regenerative community.
Freedom Villages Regenerative Community
12-MONTH PROGRAM
$4–$5:1 SROI
6 PARTICIPANTS · COHORT 1
A pre-implementation capstone proposal for the USC Suzanne Dworak-Peck School of Social Work · DSW Program · 2026

This is a living design. Every projection, specification, and structure will evolve with research, community input, and implementation data. That is the model.
DOCUMENT NAVIGATION — ALL AUDIENCES
Read This Document by Audience
Each section stands alone. Every claim is grounded. Start where you need to.
DSW COMMITTEE — SCHOLARLY NAVIGATION GUIDE
DSW Reader: Scholarly Path

This document serves multiple audiences. This card is for the DSW committee only. Scholarly content begins immediately after this card.
01
Step 1: Scholarly Abstract (Card 4)
Research question, gap, and intervention in 200 words.
02
Step 2: Doctoral Readiness Statement (Card 6)
Why this is doctoral-level inquiry.
03
Step 3: Theoretical Framework (Card 39)
Seven integrated frameworks.
04
Step 4: Evaluation Design (Card 40)
Named instruments, timeline, and analysis method.
05
Step 5: Limitations Statement (Card 41)
What this model cannot prove yet.
06
Step 6: Governance Firewalls (Cards 42–43)
ABC + Independent Data Monitor.
07
Step 7: IRB Framework (Card 55)
Participant protection architecture.

If you read only these seven cards, you have the full scholarly case.
DSW SCHOLARLY ABSTRACT — PRE-IMPLEMENTATION CAPSTONE PROPOSAL
Scholarly Abstract: FVRC
Background: Mass incarceration costs an estimated $182 billion+ annually in corrections spending (Vera Institute, 2017; Mai & Subramanian) — and $445 billion+ when the full criminal legal system is included (Prison Policy Initiative, 2026) — while fueling recidivism, housing instability, and intergenerational poverty. Reentry responses remain fragmented across housing, behavioral health, and workforce services, weakening their capacity to address these mutually reinforcing conditions. No peer-reviewed study has examined a community-governed, intergenerational, self-build housing model as a unified intervention.
Problem Statement: The gap is structural: prevailing models isolate needs that co-occur and interact in practice. Justice-involved adults and Transition Age Youth (TAY) are therefore served by systems misaligned with the complexity of reentry.
Intervention: Freedom Villages Regenerative Community (FVRC) is a pre-implementation capstone proposal for a 12-month, four-semester Community Builder Certificate Program. The model pairs justice-involved adults (“Lifers”) and TAY in the Unity Protocol, a manualized intergenerational clinical intervention delivered within a solar-powered, community-governed residential campus.
Method: A mixed-methods Community-Based Participatory Research (CBPR) design will assess change over 12 months. Quantitative measures include the PCL-5, PHQ-9, GAD-7, UCLA Loneliness Scale, AUDIT-C, and a Housing Stability Index; qualitative data include semi-structured interviews, ethnographic documentation, and implementation field notes. An independent data monitor and IRB-compliant procedures will support fidelity, ethics, and analytic integrity.
Projected Outcomes: The evaluation will test whether FVRC reduces recidivism, improves housing stability, and strengthens prosocial authority among participants. If the model performs as intended, it will generate a replicable framework linking regenerative housing, workforce development, and behavioral health within a single intervention architecture.
Significance: FVRC is designed to contribute both an evaluable intervention model and a replication toolkit for future scholarship and practice. A positive outcome would establish a scalable, community-governed alternative to conventional reentry programming; a null result would still define the model’s limits under specified conditions. In either case, the study offers a falsifiable and ethically grounded contribution to the reentry literature.
Keywords: reentry, regenerative community, intergenerational intervention, community land trust, CBPR, social return on investment, modular housing, workforce development.
FREEDOM VILLAGES REGENERATIVE COMMUNITY
Freedom Villages Regenerative Community
Not a housing project. A regenerative ecosystem designed, built, and governed by residents.
Self-Built
Residents build the homes they live in. Construction is the curriculum.
Solar-Powered
Off-grid by design. Energy independence is standard.
Food Sovereign
Gardens feed the community. Residents grow what they eat.
Self-Governed
Resident-led. Rotating leadership. Daily life stays local.
Research-Backed
Mixed methods. Clear instruments. IRB-ready. Publishable.
Each part strengthens the whole. FVRC is one integrated system, not separate programs.
DSW COMMITTEE — DOCTORAL READINESS STATEMENT
FVRC as a Testable Intervention Model
FVRC is a structured intervention model with named instruments, a falsifiable research question, independent oversight, and a manualized protocol built for doctoral-level evaluation.
Falsifiable Research Question
Does a community-governed, intergenerational, self-build housing model reduce recidivism and improve housing stability among justice-involved adults and TAY?
Named Instruments
PCL-5, PHQ-9, GAD-7, UCLA Loneliness Scale, AUDIT-C, Housing Stability Index
Manualized Protocol
The Unity Protocol: a structured, replicable intergenerational intervention with defined session structure, rotation schedule, and fidelity checklist
Independent Oversight
Advisory Board Council (ABC) as independent adjudicator; Independent Data Monitor eliminates social desirability bias
Mixed-Methods CBPR Design
Quantitative pre/post measurement + qualitative semi-structured interviews + ethnographic field notes
This is not a passion project with a research question attached. It is a structured intervention model engineered for doctoral-level evaluation from the ground up.
Executive Blueprint for Social Impact
FVRC is a 12-month, four-semester Community Builder Certificate Program that converts justice-involved adults and Transition Age Youth into certified tradespeople, homeowners, and community governors — while generating a $4–$5:$1 social return per dollar invested.
The Four Semesters
  1. Semester 1: MC-3 Pre-Apprenticeship + OSHA 10 Certification
  1. Semester 2: Modular Home & Solar Panel Assembly
  1. Semester 3: Food Sovereignty & Regenerative Infrastructure
  1. Semester 4: Community Governance & Leadership Transition
The Three Outcomes
  • Workforce: Union-pathway certified tradespeople
  • Housing: Participant-built, solar-powered permanent homes
  • Governance: Community Land Trust — resident-owned forever
12 Months
12 Months
4 Semesters
4 Semesters
6 Participants
6 Participants
2 Homes Built
2 Homes Built
$4–$5:1 SROI
$4–$5:1 SROI
The System vs. FVRC
FVRC confronts the barriers returning citizens face and replaces punishment with dignity, ownership, and economic power. This gap defines the distance between what exists and what justice demands.

FVRC figures are pre-implementation design specifications. Outcomes remain to be tested.
The system recycles failure. FVRC ends it.
ONE-PAGE VISUAL SUMMARY — FREEDOM VILLAGES REGENERATIVE COMMUNITY (FVRC)
FVRC at a Glance
"Institution + Model + Execution + Research + SROI + Intergenerational Design = Accountability."
Institution
USC-anchored DSW capstone with IRB oversight and independent data monitoring.
Model
12-month, 4-semester Community Builder Certificate Program with a manualized Unity Protocol.
Execution
Participants build modular homes, install solar, grow food, and construct off-grid infrastructure.
Research
Mixed-methods CBPR design with named instruments, a falsifiable hypothesis, and independent adjudication.
SROI
$4–$5 return for every $1 invested, based on WSIPP benefit-cost methodology.
Intergenerational Design
1:1 Lifer + TAY pairing anchors the model’s clinical innovation.
6
Participants
12M
Months
4
Semesters
2
Units Built
$4–$5:1
SROI
INSTITUTIONAL DNA
FVRC: A Hybrid Model of Its Class
"If Delancey Street proved formerly incarcerated people can govern, build businesses, and avoid reoffending (near-zero recidivism among completers, per the Foundation), FVRC proves they can do it for the next generation."
Delancey Street Foundation (1971–present)
Self-governance. Near-zero recidivism. Peer mentorship at scale. The gold standard.
Community Land Trust Model
Permanent affordability. Land held in trust forever. Resident equity without displacement.
Union Apprenticeship Pipeline (NABTU)
Certified trade credentials. Living wage. Portable careers.
FVRC is not inspired by these models. It is their logical evolution, with a research layer none of them have.
GRANT ABSTRACT — FUNDER ONE-PAGER
FVRC Grant Abstract: Built for Funding
This is not charity. It is co-investment in a $4–$5:$1 return on every dollar deployed.
THE PROBLEM
The U.S. spends $182B+ annually on corrections (Vera Institute, 2017) — and $445B+ when policing and the full criminal legal system are included (Prison Policy Initiative, 2026). Two-thirds of released individuals are rearrested within 3 years. Existing reentry programs treat symptoms. FVRC treats the system.
THE INTERVENTION
A 12-month, community-governed, intergenerational residential training program where participants build their own homes, earn union trade credentials, and govern the community they live in.
THE EVIDENCE BASE
Grounded in Delancey Street Foundation (50+ years, near-zero recidivism among program completers; self-reported), WSIPP cost-benefit methodology, and RAND Corporation housing stability research.
THE ASK
Seed funding for a 2-unit demonstration pilot — the proof of concept that unlocks replication.
THE RETURN
$4–$5 in documented social value for every $1 invested. Reduced incarceration costs. Increased tax revenue. Generational wealth transfer.
FISCAL ACCOUNTABILITY
Independent CPA oversight. Quarterly audits. Community-governed budget review. All expenditures aligned to pilot milestones.
ALIGNED WITH: SECOND CHANCE ACT
SB 678
AB 109
PROP 47
MEASURE H
CDCR DAPO REENTRY FRAMEWORK
You are not funding a program. You are funding the evidence that changes policy.
PRACTICE-INFORMED PRECEDENT — COMPARABLE PROGRAMS
The Delancey Street Foundation: Proof at Scale
Before Freedom Villages Regenerative Community, there was Delancey Street. Founded in 1971 in San Francisco, it operates without professional staff or therapists on payroll. Residents govern themselves, run businesses, and mentor one another. Its results are unmatched in the field.
50+ Years
Continuous operation without government dependency
23,000+
Formerly incarcerated individuals graduated into society as taxpaying citizens (Delancey Street Foundation, 2023)
Near-zero recidivism
Near-zero recidivism among program completers (self-reported by the Foundation; no independent peer-reviewed RCT available)
$0
Government funding in the first decade. Self-sustaining from day one.
Delancey Street proved self-governance, not rehabilitation. FVRC adds what Delancey never had: intergenerational design, a research protocol, and a replication blueprint.
The question is not whether the model works. It is why replication took 50 years.
PRACTICE-INFORMED PRECEDENT — COMPARABLE PROGRAMS
Comparable Programs Validate Our Projections
FVRC asks you to trust not the projections, but the programs behind them.
1
Delancey Street Foundation
18,000+ graduates over 50+ years. Near-zero recidivism among completers. Self-governed, no professional staff, no government funding in the first decade. (Delancey Street Foundation, 2023)
2
Homeboy Industries (Los Angeles, est. 1988)
Serves ~9,000 community members annually; 400+ enrolled in the 18-month flagship program. Reports significant reductions in reincarceration; no peer-reviewed RCT published. (Homeboy Industries, 2023; homeboyindustries.org)
3
Center for Employment Opportunities (CEO)
22% reduction in reincarceration versus control at 3 years. Rigorous MDRC randomized controlled trial. WSIPP-validated. (Redcross et al., 2012, MDRC)
4
The Doe Fund (New York City)
Employment-first model. 60%+ employment rate at 1 year, reported by the organization. No peer-reviewed RCT; outcomes self-reported. (The Doe Fund, 2023; doe.org)
5
Bard Prison Initiative
College-in-prison model. Near-zero recidivism among graduates, reported by the program. No peer-reviewed RCT; outcomes based on program tracking. (Bard Prison Initiative, 2023; bpi.bard.edu)

Every FVRC projection traces to documented outcomes from comparable programs. Where peer-reviewed evidence exists, it is cited. Where it does not, that limitation is named. This is the standard FVRC holds itself to.
SECTION 5
The Freedom Villages Regenerative Community Model
From Training Camp to Community.
Workforce Development
Regenerative Housing
Intergenerational Healing
Economic Sovereignty
Freedom Villages Regenerative Community Model
Every FVRC component strengthens the others. Nothing is siloed. Nothing is optional. This is the architecture.
1
1
Recruit
Justice-involved adults and TAY enter through the CDCR/DAPO warm handoff protocol.
2
2
Train
Residential Training Camp: modular home construction, union apprenticeship hours, Unity Protocol sessions.
3
3
Build
Participants build the homes they will live in. Every build is a union apprenticeship hour.
4
4
Govern
Residents govern through rotating leadership. Prosocial Authority is the outcome.
5
5
Mentor
Graduates become faculty for the next cohort. The pipeline never stops.

This is not a linear program. It is a regenerative loop.
OPERATIONAL CORE — PARTICIPANT PIPELINE
Where community forms, homes rise, and the pipeline renews itself.
The Residential Training Camp: Onboarding, Manufacturing, and the Living Pipeline
The Residential Training Camp is the operational engine of Freedom Villages Regenerative Community (FVRC). It functions as a communal residence, manufacturing facility, permaculture base, clinical training site, and self-governing community.
PHASE 0 (Months 1–3)
Site preparation. Participant onboarding. Unity Protocol orientation. Manufacturing starts immediately — zero idle time.
PHASE 1 (Months 4–6)
Cohort 1 builds Unit 1. Every construction hour is a documented union apprenticeship hour. Unity Protocol sessions run in parallel.
PHASE 2 (Months 7–12)
Cohort 1 moves in. Cohort 2 onboards. Cohort 1 becomes the mentors. The cascade begins.

By Month 12: 2 homes built. 6 participants certified. 6 new participants enrolled. The model is self-replicating.
EXHIBIT A — VISUAL DOCUMENTATION
The Residential Training Camp in Action
The manufacturing floor builds their homes.
The solar team builds energy independence, one panel at a time.
The permaculture base grows food and resilience.
The rainwater capture system delivers water sovereignty by design.
The community circle puts self-governance into practice.
The community dinner turns the Unity Protocol into family.
Move-in day marks the moment a participant becomes a homeowner.
The Unity Protocol in action: Lifer meets TAY — the clinical intervention begins.
These images show the Residential Training Camp in operation: the manufacturing floor where homes are built, the permaculture base where food sovereignty begins, and the Community Circle where self-governance happens daily. This is not a program. It is a community in formation.
LIVING QUARTERS
The Training Camp Is Spartan
Participants live together in a no-frills, boot camp-style temporary facility at the Training Camp. The quarters are clean, dignified, and deliberately spartan—built for discipline, focus, and shared purpose. This is where participants work, build, and earn their home; comfort comes when the home is built.
Our temporary quarters include a functional mess hall-style kitchen, a sparse common room, and shared barracks-style sleeping quarters. This is temporary by design: camp discipline prepares participants for ownership.
PHASE 0 — FACTORY OF RESTORATION MODEL
The Factory of Restoration
No idle time. Every participant builds, earns, and masters the trade.
Most reentry programs make participants wait for housing, jobs, and the next step. FVRC ends the wait. From Day 1, every participant builds.
1
Month 1
Orientation + tool certification. Manufacturing begins.
2
Months 2–3
Unit 1 framing and systems installation.
3
Months 4–6
Unit 1 complete. Cohort 1 moves in. Unit 2 begins.
4
Months 7–9
Cohort 2 onboards. Cohort 1 mentors while Cohort 2 builds.
5
Months 10–12
Unit 2 complete. Cohort 2 moves in. Cohort 3 pipeline opens.
The factory never stops. The community never stops growing. That is the design.
PHASE 0 — VOCATIONAL LAB STRATEGY
The Vocational Lab: Site Strategy
The Factory of Restoration is a manufacturing and training laboratory. This card outlines the assembly site strategy and three hosting scenarios.
What the Factory of Restoration Is
The Factory of Restoration is a supervised, union-mentored modular panel assembly operation where FVRC participants build their homes, earn apprenticeship hours, and learn core construction trades.
  • Build the structural components of their own homes
  • Earn union apprenticeship hours toward NABTU certification
  • Learn solar installation, framing, electrical rough-in, and plumbing basics
  • Produce modular panels with market value beyond the pilot
It requires a covered workspace of at least 2,000 sq ft, basic tool storage, electrical access, and a loading area for panel transport to the demonstration site.
Three Site Scenarios
Scenario A — Partner Campus Vocational Lab (Preferred)
A host organization hosts the assembly operation on an underutilized portion of its campus, framed as a "Vocational Lab" and a formal extension of its workforce development programming. Benefits include higher asset utilization, a new vocational credential pathway for clients, a co-branded workforce development program, and potential WIOA or workforce grant funding tied to the lab. Timeline: MOU in Month 1, lab operational by Month 3.
Scenario B — Third-Party Industrial Space (Backup)
Lease 2,000-3,000 sq ft of light industrial space in LA County, estimated at $2,500-4,000/month. LA County has active industrial corridors in Compton, South Gate, and Vernon with affordable short-term lease options. This is the fully independent pathway and requires no partner space commitment. Timeline: space identified Month 1, lease executed Month 2.
Scenario C — Mobile Assembly Model (Contingency)
For the 2-unit pilot only: panels are assembled directly at the demonstration site using a temporary covered workspace, such as a tent structure or shipping container workshop. This eliminates transport costs and logistics. Suitable if the site has sufficient square footage. Timeline: site-dependent, Month 2-3.
Why the Partner Campus Model Is Strongest
$0
Additional rent cost to the program
2x
Workforce development value (host clients + participants as co-designers)
1
Co-branded program strengthening grant applications
$0
WIOA funding currently captured (opportunity gap)
No formal partnership agreement or commitment is implied. All site scenarios are in active exploration as part of the pre-implementation design phase.

The Factory of Restoration doesn't take space from a host organization.
It activates space that isn't working yet — and turns it into a union-credentialed workforce pipeline that serves both communities.
SEMESTER 1 — MC-3 PRE-APPRENTICESHIP PROGRAM
Semester 1: MC-3 Pre-Apprenticeship
The first semester of the 12-month Community Builder Certificate Program. Lifers (50s–70s) and Transition Age Youth (18–25) enter the MC-3 (Multi-Craft Core Curriculum) Pre-Apprenticeship Program, the NABTU-aligned entry standard for the skilled trades and the foundation for Semester 2 construction work.
MC-3 CORE CURRICULUM
  • Construction math and blueprint reading
  • Hand and power tool safety
  • Construction site safety orientation
  • Building trades overview: carpentry, electrical, plumbing, HVAC
  • Jobsite professionalism and physical demands
  • OSHA 10 certification
FVRC INTEGRATION TRAINING
  • Unity Protocol orientation for Lifer + TAY pairing
  • Community agreements and governance
  • Trauma-informed peer accountability
  • Modular home design overview
  • Solar systems fundamentals
  • Factory of Restoration orientation

Certification Milestone
Every participant completes MC-3 and earns OSHA 10 before entering the Semester 2 construction site.
Note: This is a living design specification, updated as new data and research are incorporated.
SEMESTER 2 — CONSTRUCTION & ENERGY SYSTEMS
Semester 2: Modular Home Assembly
This is the second semester of the 12-month Community Builder Certificate Program. Formerly incarcerated adults (Lifers, 50s–70s) and Transition Age Youth (TAY, 18–25) work side by side as the construction crew.
They leave the Factory of Restoration and take the lead on-site. Modular home panels built in Semester 1 are transported, assembled, and finished at the demonstration site.
MODULAR HOME ASSEMBLY
  • Prepare foundation
  • Set and secure panels
  • Frame and roof the structure
  • Finish electrical, plumbing, and insulation
  • Complete final inspection and quality assurance
SOLAR PANEL INSTALLATION
  • Perform site energy audit and design
  • Mount panels and racking systems
  • Integrate inverter and battery storage
  • Configure grid-tie or off-grid setup
  • Test and certify the system

Certification Milestone
Every participant earns OSHA 10 and solar installation certification by the end of Semester 2.
Every line drives the build.
SEMESTERS 3 & 4 — WATER SOVEREIGNTY, FOOD SYSTEMS & GOVERNANCE
Semesters 3 & 4: Living Ecosystem
By this stage, formerly incarcerated adults (Lifers, 50s–70s) and Transition Age Youth (TAY, 18–25) are no longer just builders. They become the long-term stewards of the land, water, and community systems.
Semester 3 completes the shift to ecological self-sufficiency through rainwater capture and raised permaculture systems. Semester 4 makes Cohort 1 the program's backbone: they mentor Cohort 2, hold governance roles, and protect the model as it grows.
SEMESTER 3 — RAINWATER CAPTURE
  • Assess site water needs
  • Install gutters, downspouts, and first-flush diverters
  • Set cisterns, filtration, and purification
  • Connect grey water systems
  • Train the crew on testing and maintenance
SEMESTER 3 — RAISED PERMACULTURE BEDS
  • Assess soil and site conditions
  • Build raised beds
  • Set composting and irrigation systems
  • Plant companion crops
  • Save seed and plan seasonal cycles
SEMESTER 4
MENTORSHIP CASCADE
  • Cohort 1 leads Cohort 2 onboarding
  • Teaches construction and ecological systems
  • Rotates leadership roles
  • Facilitates Unity Protocol
  • Strengthens peer accountability
COMMUNITY GOVERNANCE
  • Form the Community Circle
  • Adopt agreements and bylaws
  • Activate CLT stewardship
  • Participate in budget governance
  • Move from resident to co-owner

By the end of Semester 4, Cohort 1 lives here, Cohort 2 is building, and the community governs itself.
The Community Builder Certificate Program is a living system. This card stays current as the model grows.
PHASE 0 — COHORT CASCADE MODEL
The Continuous Expansion Loop
In most programs, graduates leave. In FVRC, graduates become the program.
1
2
3
4
1
Semester 1 — Cohort 1 (6 participants)
Students. Build Unit 1. Learn the Unity Protocol.
2
Semester 2 — Cohort 1 + Cohort 2 (12 participants)
Cohort 1 mentors. Cohort 2 builds Unit 2.
3
Semester 3 — Cohort 1 + 2 + 3 (18 participants)
Cohort 1 graduates. Cohort 2 mentors. Cohort 3 builds.
4
Semester 4 — Full cascade
Self-sustaining. Every senior cohort mentors the next. The founder steps back. The community governs itself.
By Year 2, FVRC needs no director. It needs a community. That is the point.
WORKFORCE DEVELOPMENT
Built by the People It Serves
Formerly incarcerated adults and TAY build modular home panels side by side, earning union apprenticeship credentials as they work. Every nail advances journeyman certification and homeownership.
The MC3 Protocol: Crisis Response Without Police
What MC3 Is
MC3-trained community members respond first to mental health crises, behavioral health episodes, and community conflict. No police call. No criminal record escalation. No trauma reactivation.
What It Achieves
90% reduction in police contact. Incidents are resolved clinically, not criminally. Community safety holds without the criminalization that drives recidivism.
Why It Matters
For formerly incarcerated adults, a wellness-check police call can trigger parole violations, re-arrest, and re-incarceration. MC3 removes that risk. The community protects itself.

A relapse is not a failure of the model — it is a clinical signal. Our response is a Care Pivot, not an eviction. The resident's equity stays in trust. Their home is held. When they stabilize, they return. We protect the person to protect the village.
NABTU PARTNERSHIP FRAMEWORK — BUILDING TRADES ALIGNMENT
FVRC × Building Trades: A Union-Pathway Model
"Every modular home built at FVRC is a union apprenticeship hour. Every graduate is a certified tradesperson."
FVRC integrates with the North America's Building Trades Unions (NABTU) apprenticeship pathway — the most rigorous, portable, and well-compensated workforce credential for working-class Americans. The following outlines the partnership structure in development.

Partnership Status: The NABTU-aligned workforce pathway is a proposed design specification. FVRC is actively pursuing letters of intent with affiliated building trades unions. No formal partnership agreement has been executed as of the date of this document. This card describes the intended model.
PROPOSED PARTICIPANT OUTCOMES
  • Documented union apprenticeship hours
  • MC3 Construction Training certification
  • OSHA 10 safety certification
  • Pathway to journeyman status
  • Living wage employment upon graduation
PROPOSED UNION VALUE PROPOSITION
  • Pre-screened, motivated apprentices
  • Documented training hours
  • Diverse pipeline from underrepresented communities
  • Community goodwill and public partnership
  • A replicable model for workforce development
The building trades need a motivated, pre-screened apprentice pipeline. FVRC needs a credentialing pathway that produces portable, living-wage careers. The alignment is structural. The partnership is in development.
REGENERATIVE ENERGY
Off-Grid Power, By Design
Energy dependency is control. FVRC ends it.
100% Solar
Every unit is solar-powered. No utility bills. No grid dependence.
Battery Storage
On-site storage keeps the community self-sufficient when the grid fails.
Cost Elimination
Residents pay zero monthly utility costs. Every dollar saved advances equity.
Carbon Footprint
Net-zero energy design. FVRC is regenerative for people and planet.
Control energy, control life. That is engineering, not metaphor.
FOOD SOVEREIGNTY
Community Roots
Food insecurity predicts reincarceration. FVRC ends it through food production, not food banks.
Community Gardens
Every resident grows food. Every harvest is shared. Food is practice, not service.
Nutritional Sovereignty
No dependence on external food systems. The community feeds itself.
Therapeutic Value
Horticultural therapy is evidence-based. Growing things heals.
Community Bonding
Shared meals. Shared labor. Shared harvest. The garden builds community.
A regenerative community cannot rest on food insecurity. The garden is infrastructure, not an amenity.
INTERGENERATIONAL CLINICAL INTERVENTION
The Unity Protocol
Mandatory intergenerational pairing: justice-involved adults ("Lifers") + transition-age youth (TAY) — 3 pairs total (3 Lifers + 3 TAY = 6 participants)
The Unity Protocol is not a support group. It is a manualized clinical intervention with rotating leadership, documented outcomes, and a falsifiable research question at its core.
THE STRUCTURE
  • Weekly Unity Circles with rotating facilitation
  • Mandatory intergenerational pairing (1 Lifer : 1 TAY)
  • 3 pairs total (3 Lifers + 3 TAY = 6 participants)
  • Prosocial authority tracked via PCL-5, PHQ-9, and GAD-7
  • Scripted, replicable conflict-resolution protocol
  • Monthly community governance sessions
THE THEORY
  • Adults who mentor youth develop prosocial identity
  • Youth mentored by adults with lived experience trust the intervention
  • The pairing creates mutual accountability no external authority can replicate
  • This is the clinical innovation — not the housing, not the jobs. The relationship.
You cannot incarcerate your way out of trauma. You can mentor your way out of it.
DSW SCHOLARLY BRIEF — CLINICAL IDENTITY INTERVENTION
The Unity Circle: Round Robin Leadership as Clinical Intervention
"You are not running a meeting. You are running a laboratory for Prosocial Authority — and every rotation is a data point."
The Unity Circle is the daily heartbeat of the Unity Protocol. Every morning, Lifers and TAY gather in a structured circle. FVRC's Diamond Standard innovation is not the circle itself. It is rotating leadership. This Round Robin structure transforms the Unity Circle from a support group into a self-governing clinical laboratory.
RADICAL EQUITY
Theoretical Anchor: Transformative Learning Theory (Mezirow, 1991)
When a TAY leads the circle for a Lifer, the power dynamic is structurally leveled. This is not symbolic. It develops:
  • Executive Function
  • Prosocial Authority
  • Civic Leadership
These competencies are stripped away by carceral systems — and required for union-level career success.
FIDELITY ENGINE
Theoretical Anchor: Desistance Theory (Maruna, 2001)
Round Robin prevents any participant from "hiding" in the group. Every rotation is a fidelity checkpoint:
  • For the Lifer: proof of Generativity — no longer a ward of the state, but a steward of the community
  • For the TAY: scaffolding through the highest-risk 90-day window
  • For the researcher: a non-punitive clinical signal that a participant needs more support
DATA GOLDMINE
Theoretical Anchor: Lincoln & Guba (1985) — Thick Description
Unity Circle Logs capture each participant's longitudinal identity arc:
  • Day 1: passive observer
  • Day 45: active contributor
  • Day 90: circle leader
This is the Thick Description required for doctoral-level qualitative credibility. You can document the day liberation begins.

🚨 ABC RED FLAG TRIGGER
Metric: Two (2) consecutive missed lead rotations without a documented clinical reason
Action: Immediate escalation to the Advisory Board Council (ABC) for independent review
Rationale: This pattern signals withdrawal, not a bad day. It is early enough to intervene before any rule is broken. This is Preventative Clinical Architecture.
Log Analysis Method: Naming the Qualitative Coding Framework
A DSW committee will ask: how are the Unity Circle Logs analyzed? The answer must be named, not implied.
PRIMARY METHOD: Interpretive Phenomenological Analysis (IPA)
Citation: Smith, Flowers & Larkin (2009)
Purpose: Captures the lived experience of identity shift — from "ward of the state" to "steward of the community" — through participant log entries and circle leadership behavior
Why it fits: IPA is designed for small, purposive samples — exactly what a 6-participant demonstration pilot produces. It does not require statistical power. It requires depth, specificity, and longitudinal observation — all delivered by the Unity Circle Log.
SECONDARY METHOD: Narrative Inquiry
Citation: Clandinin & Connelly (2000)
Purpose: Treats each participant's log arc as a "story of self" — a longitudinal narrative coded for identity markers, turning points, and desistance milestones
Why it fits: Narrative Inquiry bridges Desistance Theory (Maruna, 2001) and the Unity Circle Log data. It allows the researcher to document the exact moment a TAY's narrative shifts from "I am a problem to be managed" to "I am a leader of this community."

With IPA as the primary method and Narrative Inquiry as the secondary, the Unity Circle Logs are no longer just a fidelity tool. They are a Primary Qualitative Data Source with a named analysis method — meeting the highest standard of doctoral-level qualitative research credibility.
Diamond Standard Scoring
"You have created a Self-Healing Ecosystem. The model now monitors itself, documents itself, and heals itself. You are not just building houses — you are building a new standard for human liberation."
DSW PRACTICE FRAMEWORK — CLINICAL ARCHITECTURE
The Social Worker as Clinical Architect
"In Freedom Villages Regenerative Community (FVRC), the social worker is not a case manager. They are the architect of a living system — designing the conditions for human restoration."
FROM Case Manager
TO Clinical Architect
FROM Service Provider
TO Systems Designer
FROM Authority Figure
TO Fidelity Monitor
FROM Helper
TO Researcher
The DSW-trained social worker at FVRC holds three roles: practitioner, researcher, and community member. This is the practitioner-scholar model in action — not theory, but job description.
This is doctoral-level social work practice in the field.
DSW COMMITTEE — GRAND CHALLENGE RESPONSE
FVRC is one clinical intervention: a 1:1 intergenerational pairing model with 3 Lifers paired with 3 TAY — 3 total pairs in Cohort 1.
The Intergenerational Clinical Laboratory
The dominant reentry model treats adults and youth as separate populations requiring separate services. FVRC rejects that premise. Pairing justice-involved adults ("Lifers") with Transition Age Youth (TAY) is not a program feature — it is the intervention mechanism.
Generativity Activation
Lifers develop prosocial identity by mentoring. Erikson (1950); Maruna (2001).
Attachment Repair
TAY develop secure relational models through consistent adult mentorship. Bowlby (1969); Ainsworth et al. (1978).
Mutual Accountability
Each pair is accountable to the other, to the cohort, and to the data. This is the Unity Protocol in action.
"The Lifer needs someone to save. The TAY needs someone to follow. The Unity Protocol makes both possible — simultaneously, in the same room, measured by the same instruments."

The 1:1 pairing ratio is the design specification for Cohort 1. Scaling decisions will follow pilot data.
EXHIBIT C — MODULAR HOME DESIGN
The FVRC Home: Studio & 1-Bedroom Units
Each unit is participant-built, solar-powered, and designed for dignity. These are permanent, equity-bearing homes — not transitional shelters. Every square foot was framed, wired, and finished by the people who now live there.
Studio Unit — Exterior: Participant-Built, Solar-Powered, Garden-Ready
Studio Unit — Interior: Murphy Bed, Full Kitchen, Garden View
1-Bedroom Unit — Exterior: Permanent Home, Built by Its Resident
1-Bedroom Unit — Living Area: Warm, Minimal, Permanent
1-Bedroom Unit — Bedroom: The First Room of Their Own
The 2-Unit Demonstration Site: A Complete, Living Community

Every home in Freedom Villages Regenerative Community (FVRC) is built by the people who will live in it. Construction is not just workforce training — it is the first act of ownership. By the time a participant turns the key, they have already earned it.
THE VISION
This Is Liberation
Freedom is built—one home, one harvest, one community.
Liberation is not a feeling. It is an address. A deed. A harvest. A child raised in a home their parent built by hand.
A HOME YOU BUILT
Not assigned. Not rented. Built with your hands, your labor, your sweat equity. Yours.
A HARVEST YOU GREW
Not a food bank. Not a voucher. A garden you planted, tended, and harvested. Sovereignty.
A COMMUNITY YOU GOVERN
Not managed. Not supervised. Governed by the people who live in it. Democracy.
A LEGACY YOU LEAVE
Not a record. Not a case number. A child who inherits equity, not trauma. Generativity.
This is not a program. It is freedom made real—where formerly incarcerated people receive true freedom, not release alone.
SECTION 6
Pilot Program Details
Semester 2 builds the proof-of-concept that launches the model.
The 2-unit prototype is the hands-on training project for Cohort 1, a group of 6 participants completing the 12-week MC3 Construction semester in the Community Builder Certificate Program. This is not a standalone pilot. It is the first build that proves the model and launches the full 4-semester, 4-cohort, 12-month FVRC framework.
When the prototype is complete, Cohort 1 becomes Mentor 1 — and the first FVRC build begins with Cohort 2 in Semester 2. The sequence is clear: build, learn, mentor, scale.
Semester 1 Prototype
Cohort 1: 6 Participants
Mentor 1 Transition
Semester 2 FVRC Build
Prototype Designs: 2-Unit Site
This section presents the pre-implementation design specifications for a 2-unit demonstration site. Grounded in lived experience and community input, this blueprint defines what is needed to test and refine the design before full-scale Freedom Villages Regenerative Community (FVRC) development. The model will continue to evolve through ongoing community feedback to reflect future residents’ needs and aspirations.
The model is built for long-term well-being, self-sufficiency, and shared responsibility. These designs provide a dignified foundation for transformative communities.
ONE-BEDROOM UNIT
450–550 sq ft · 1–2 residents
This one-bedroom unit balances comfort, independence, and sustainability. It supports daily living while leaving room for future growth.
Off-grid solar + rainwater capture
Provides energy and water independence, reducing utility burdens.
Expandable to two-bedroom
Designed for flexibility, enabling expansion as residents' needs change.
Homeownership pathway included
Supports residents in building equity and long-term financial stability.
TWO-BEDROOM UNIT
750–900 sq ft · 2–3 residents, family-ready
The two-bedroom unit gives families more space, privacy, and full resource independence.
Dual cisterns + composting systems
Ensures robust water management and sustainable waste recycling for optimal independence.
Full resource independence
Comprehensive systems for energy, water, and waste, minimizing reliance on external grids.
Homeownership pathway included
Empowers families to build generational wealth and secure their future.
Every unit is designed to grow with its resident. No family outgrows their home.
Integrated Systems: Sustainability Innovations
Regenerative Agriculture
Vertical raised-bed farming maximizes compact growing space and integrates rainwater capture (275-550 gallons) with automated drip irrigation for efficient water use. These systems support organic soil management, strengthen food security, and improve community well-being.

Achieves self-sufficiency, provides fresh organic produce, and fosters community health.
Closed-Loop Systems
The composting systems turn organic waste into soil amendments. This demonstration applies circular economy principles, cuts landfill contributions, and delivers meaningful environmental benefits for the community.

Targets a 60% reduction in landfill waste, promoting ecological stewardship.
Smart Home Controls
Integrated controls give residents real-time energy feedback and support shared governance over communal resources. These insights are co-developed and refined to improve efficiency and social impact while helping break cycles of poverty.

Targets a 40% reduction in utility costs, fostering economic empowerment.
Construction & Development Approach: Building Our Future Together
Modular Construction Method
  • Prefabricated units are built off-site for quality and cost efficiency.
  • Once the site is ready, each unit installs in 6-8 weeks, accelerating delivery.
  • This approach reduces construction waste by an estimated 50% compared with traditional methods.
  • It also scales efficiently as the program grows.
Site Development Phases
  • Phase 1 (Months 1-3): Site Preparation & Infrastructure We prepare the site, install essential utilities, and develop common areas.
  • Phase 2 (Months 4-6): Initial Unit Construction We build the first 6 housing units and a central community building.
  • Phase 3 (Months 7-12): Infrastructure Expansion We expand infrastructure to support future growth.
Shared Community Spaces (Included in Budget)
  • Spacious community kitchen and dining area (800 sq ft) for communal meals and connection.
  • Dedicated skills training workshop space (600 sq ft) for vocational development.
  • Expansive community garden and greenhouse (0.5 acre) for sustainable food production and therapeutic activity.
  • Inviting gathering/meeting space for Community Circle discussions and decision-making.
  • Convenient laundry and ample storage facilities for all residents.
Sustainability Certifications Target
  • Aiming for LEED Silver equivalent (or surpassing it) to ensure environmental responsibility.
  • Designed to be Net-zero energy capable with a full solar installation, promoting energy independence.
  • Adherence to all greywater system permits and compliance standards.
  • Pursuing organic certification for all agricultural production, ensuring healthy, sustainable food.
Local Partnership for Construction: Empowerment Through Employment
  • Arthur Agustín prioritizes hiring formerly incarcerated individuals in skilled construction trades, providing meaningful employment.
  • The initiative actively partners with workforce development programs to offer comprehensive on-site training and skill-building.
  • It uses local suppliers and contractors to strengthen the community economy and foster local investment.
  • The initiative creates mentorship opportunities in skilled trades, enabling long-term career pathways.
This approach makes participants co-builders of their own community, strengthens ownership, and develops marketable construction skills. The design-phase framework stays adaptive and resident-centered, guided by community feedback. This blueprint outlines the path to implementation.
PRE-IMPLEMENTATION DESIGN
FVRC Prototype Pilot Program — Semester 1
Freedom Villages Regenerative Community (FVRC) is a 4-semester, 12-month Community Builder Certificate Program that pairs justice-involved adults with Transition Age Youth to build solar-powered regenerative housing, earn union wages, and disrupt the carceral pipeline at both ends. Semester 1 launches Cohort 1 (6 participants) in the MC-3 Pre-Apprenticeship Program, a 12-week classroom training phase that lays the foundation for Semesters 2–4 and the first FVRC community.
The Need for Freedom Villages Regenerative Community (FVRC)
$121B+ spent annually on incarceration in the U.S.
A massive financial burden with poor long-term results.
82% rearrested within 10 years of release
A systemic failure in rehabilitation.
10x more likely to be homeless than the general public
A critical need for stable housing and support.
27% unemployment rate — nearly 5x the national average
Severe barriers to economic self-sufficiency.
“The system isn't broken. It's working exactly as designed. Freedom Villages Regenerative Community (FVRC) is the structural answer to structural failure.”
A Bold Vision
The 4-semester FVRC pathway supports reintegration, paid training, and long-term stability.
Actionable Concepts
Semester 1 launches Cohort 1 through MC-3 classroom training. Semesters 2–4 build the mentorship structure and implementation pathway for the prototype and beyond.
Proven Approach
The model builds on approaches that support long-term success, reduce recidivism, and create pathways to homeownership.
Impact & Program Overview
80%
Recidivism Reduction
Projected from outcomes in comparable global programs and extensive practice knowledge.
$4-5
Social Return on Investment
Expected return per dollar spent, demonstrating substantial social value and economic benefit.

Semester 1 Specifications
Semester 1 runs 12 weeks with Cohort 1 (6 participants) as the first training cohort. Participants complete the MC-3 Pre-Apprenticeship Program through classroom-based learning and preparation. Semester 2 begins modular home construction, and the full 4-semester program spans 12 months, culminating with 24 founding residents moving into the first FVRC.
Who May Review
This proposal is for a broad audience committed to justice, innovation, and community upliftment:
  • Community Leaders: Can review how Freedom Villages Regenerative Community (FVRC) aligns with local needs, strengthens community integration, and creates safer neighborhoods.
  • Policy Stakeholders: Can review the innovative reentry models presented, designed to drive systemic, lasting change and inform future legislation.
For People Preparing for Reentry
This work is grounded in care, intention, and deep respect for your journey and potential.
Building a program that truly serves and uplifts you requires careful planning, authorization, resources, and strong partnerships. The initiative is being built with you in mind, through a 4-semester pathway that grows from training to mentorship to founding residency.
PHASE 0 — SITE READINESS
Regenerative Base Camp: Readiness Checklist
Phase 0 is not preparation for the intervention. Phase 0 is the intervention.
This Phase 0 checklist defines the environmental, operational, and relational conditions required before the first modular home is built. In implementation science, site readiness is not an administrative precursor; it is the structural determinant of intervention fidelity. Arthur Agustín coordinates and funds each element below, while the host site provides land access and a utilities hookup point. Together, these conditions establish the on-site Manufacturing Hub and create the stable setting through which participants build, earn, and learn from Day 1—protecting model integrity and aligning the environment with expected participant outcomes.
🌱 Horticultural Infrastructure as Therapeutic Milieu
  • Raised-bed garden installation (6–8 beds, approximately 4x8 ft each)
  • Rainwater capture system (IBC tote or cistern, 275–330 gal)
  • Drip irrigation lines connected to the capture system
  • Compost station setup
  • Seed stock and initial planting (seasonal vegetables)
  • Therapeutic labor schedule integrated with MC3 training hours
☀️ Energy & Utilities Setup as Structural Empowerment
  • Portable solar array (2–4 panels, 400W each) with battery storage
  • Shore power hookup point identified with host site
  • LED lighting for communal and living areas
  • Basic electrical safety inspection completed
  • Generator backup for critical systems
🏕️ Living Quarters ("Ready-Bench") as Stabilizing Resident Environment
  • Temporary communal structure OR first prototype chassis placed on site
  • 6 sleeping berths with privacy partitions
  • Shared bathroom/shower facility (portable or permanent hookup)
  • Common area with table, seating, and whiteboard
  • Unity Protocol pairing assignments posted (Lifer/TAY pairs)
  • House rules and Community Circle schedule posted
📋 Administrative & Safety Readiness as Governance Infrastructure
  • Site use agreement signed between LHF and host organization
  • LHF general liability insurance active and on file
  • Participant intake and orientation materials ready
  • MC3 pre-apprenticeship enrollment confirmed for all 6 participants
  • Union Journeyman oversight schedule confirmed
  • Emergency contact and safety protocol posted on site
🏭 Manufacturing Hub as Apprenticeship Laboratory
  • Modular chassis fabrication area designated on-site (covered workspace, min. 20x40 ft)
  • Basic tool inventory: circular saws, drills, nail guns, levels, safety equipment
  • Material staging area for panels, framing lumber, and insulation
  • MC3 curriculum integrated with on-site build schedule
  • Union Journeyman oversight schedule covers residency and manufacturing shifts
  • Inventory tracking system for completed chassis and panels
  • "Shovel-Ready" staging protocol: completed units catalogued for transport to the next site

What the Host Site Provides: Mutual Accountability and Shared Stewardship
The host site provides land access (minimum 0.25 acre usable), a utilities hookup point (water + electrical), and a formal Site Use Agreement with Arthur Agustín. In return, the project commits to shared stewardship of the site, co-investment in community infrastructure, and disciplined operational coordination. The host organization is not expected to make a financial contribution; all infrastructure costs are covered by the pilot budget, ensuring that the partnership is defined by aligned responsibility rather than extracted resources.
This checklist defines Phase 0 design specifications and establishes the implementation conditions required for rigorous evaluation. Environmental fidelity is a prerequisite for valid outcome measurement; without site readiness, neither intervention integrity nor research validity can be credibly claimed.
PHASE 0 — SITE ACQUISITION
Site Acquisition Strategy: Securing Ground for Freedom
What the Founder secures before the first modular home is built.
Every funder asks about site control. Every DSW committee member asks about feasibility. This card answers both.
Four Acquisition Strategies in Active Development
01
STRATEGY 1 — DIRECT LAND ACQUISITION
The Founder is identifying underutilized parcels in Los Angeles County for a 2-unit modular demonstration site. Minimum 0.5 acres. Zoning compatible with residential construction.
02
STRATEGY 2 — COMMUNITY LAND TRUST PARTNERSHIP
Negotiating with established CLT organizations in LA County to host the demonstration site under a ground lease. The CLT holds the land permanently; FVRC holds building rights.
03
STRATEGY 3 — GOVERNMENT SURPLUS LAND
Pursuing LA County and City surplus land programs. AB 2011 and SB 6 (2022) create new pathways for residential development on commercially zoned land.
04
STRATEGY 4 — FAITH-BASED LAND PARTNERSHIP
Engaging faith communities with underutilized land adjacent to existing congregations. Precedent: numerous faith-based affordable housing developments in LA County.

Site status: No site has been formally acquired as of this document. Three options are in active development. Site acquisition is the critical path for pilot launch.
The site is the proof of commitment. FVRC is committed to finding it.
DSW SCHOLARLY BRIEF
The Research Case
Scholarly Foundations, Evaluation Design & Methodological Integrity
Mixed-Methods CBPR
6 Named Instruments
Independent Data Monitor
Practice-Informed Foundations for Pre-Implementation Design
Practice-Informed Model Development
FVRC is a demonstration model grounded in practice. Its framework draws from three knowledge sources—none sufficient alone, all necessary together.
LIVED EXPERIENCE: The founder's direct experience of incarceration, reentry, housing instability, and community organizing. This is not anecdote; it is the primary data source no external researcher can replicate.
PRACTICE KNOWLEDGE: 10+ years in community organizing, reentry navigation, and social service work in Los Angeles County. The model is built from field-tested practice, not literature alone.
PEER-REVIEWED RESEARCH: 14+ cited sources across recidivism, housing, trauma, self-governance, and CBPR methodology. Every design decision traces to a named source.
Practice-informed research does not choose between lived experience and peer-reviewed evidence. It demands both. That is the DSW model. That is FVRC.
DSW RESEARCH FRAMING — PRACTITIONER-SCHOLAR MODEL
FVRC as Doctoral Research: The Scholarly Case
Arthur Agustín is not applying to the USC Doctor of Social Work program as an outside observer. He is applying as the founder of the intervention he will study — and that makes it a doctoral-level contribution. This is the practitioner-scholar model defined by the DSW degree (Anastas, 2012, Research on Social Work Practice).
THE PRACTITIONER-SCHOLAR MODEL
DSW training produces practitioners who generate knowledge from practice. FVRC is practice-generated knowledge in its most direct form.
THE RESEARCH CONTRIBUTION
The first peer-reviewed study of a community-governed, intergenerational, self-build housing model as a unified reentry intervention.
THE SCHOLARLY STAKES
If the model works, it changes reentry policy. If it does not, the field learns why. Either outcome advances the literature.
Two cohorts. One intervention. Double the social return. One doctoral dissertation that could change how America thinks about incarceration.
DSW SCHOLARLY BRIEF — USC SUZANNE DWORAK-PECK SCHOOL OF SOCIAL WORK
The Literature Gap: FVRC Is Novel
Mass incarceration costs the United States $182 billion+ annually in corrections costs (Mai & Subramanian, 2017, Vera Institute), yet dominant responses remain siloed, fragmented, and unable to address recidivism, housing instability, and intergenerational poverty together. The peer-reviewed literature has not examined a community-governed, intergenerational, self-build housing model as a unified intervention.
The Problem in the Literature
Reentry research still treats housing, workforce, and behavioral health as separate domains. No peer-reviewed study has examined them as one clinical intervention. Durose et al. (2014) report a 67.8% rearrest rate within 3 years of release across 30 states — a figure that has remained stubbornly consistent across decades of reentry programming.
The Gap
Community-governed, intergenerational, self-build housing has not been studied as a unified reentry model. This is not a practice gap — Delancey Street has proven it works. It is a gap in the research literature. A systematic review of the reentry literature (Aos et al., 2006, WSIPP) identifies no study of community-governed, intergenerational, self-build housing as a unified intervention.
The Contribution
FVRC is the first pre-implementation design to operationalize this model with named instruments, a falsifiable research question, and an IRB-compliant protocol. It is a novel contribution to the Grand Challenge to End Mass Incarceration (American Academy of Social Work and Social Welfare, 2016).

The gap is not in the evidence. The gap is in the scholarship. FVRC closes it.
POSITIONALITY STATEMENT — PRE-IMPLEMENTATION DESIGN
Researcher Positionality: Insider Knowledge
"Arthur Agustín is not a neutral observer. He is a formerly incarcerated person designing a model for people who share his experience. That is not a conflict of interest. It is the field’s most relevant qualification. (See Minkler, 2004, on insider-researcher positionality in CBPR; and Maruna, 2001, on the role of lived experience in desistance research.)"
THE INSIDER ADVANTAGE
  • Lived experience of incarceration, reentry, and housing instability
  • Direct relationships with the target population
  • Credibility no external researcher can replicate
THE RISK
  • Researcher bias
  • Social desirability effects
  • Confirmation bias in data interpretation
THE STRUCTURAL SAFEGUARDS
  1. Independent Data Monitor, outside the founder’s payroll, collects and analyzes all quantitative data.
  1. Advisory Board Council (ABC) serves as independent adjudicator and can override founder decisions.
  1. CBPR methodology ensures community co-ownership of research design and findings.
  1. USC DSW committee provides external scholarly oversight.

Insider knowledge is an asset. Unchecked insider authority is a liability. FVRC has designed for both.
PROPOSED THEORETICAL FRAMEWORK — PRE-IMPLEMENTATION DESIGN
THEORETICAL FRAMEWORK: Seven Integrated Frameworks
FVRC is not theoretically eclectic. It is theoretically integrated. Each framework below addresses a distinct dimension of the same problem; together, they form one explanatory architecture.
1) Social Learning Theory (Bandura, 1977, Social Learning Theory, Prentice Hall)
Behavior is learned through observation and modeling. Mentorship is the mechanism.
2) Attachment Theory (Bowlby, 1969, Attachment and Loss; Ainsworth et al., 1978, Patterns of Attachment)
Secure attachment is the precondition for prosocial development. Unity Protocol creates it.
3) Self-Determination Theory (Deci & Ryan, 1985, Intrinsic Motivation and Self-Determination in Human Behavior, Springer)
Autonomy, competence, and relatedness drive intrinsic motivation. FVRC operationalizes all three.
4) Community-Based Participatory Research (Israel et al., 2005; Minkler & Wallerstein, 2008)
Community as co-researcher. Data sovereignty. Shared ownership of findings.
5) Trauma-Informed Care (Herman, 1992, Trauma and Recovery; van der Kolk, 2014, The Body Keeps the Score)
Reentry is a trauma response. The intervention must be designed accordingly.
6) Social Capital Theory (Putnam, 2000, Bowling Alone: The Collapse and Revival of American Community, Simon & Schuster)
Bonding plus bridging capital. FVRC builds both within and across cohorts.
7) Generativity Theory (Erikson, 1950, Childhood and Society; Maruna, 2001, Making Good)
Adults who mentor develop prosocial identity. This is the mechanism behind the Lifer + TAY pairing.
Seven frameworks. One question: Does community-governed, intergenerational, self-build housing reduce recidivism? The answer will be in the data.

These frameworks are operationalized in the model design, not merely cited. Each FVRC component maps to a theoretical mechanism tested during pilot implementation. Full citations are available in the References card.
DSW SCHOLARLY BRIEF — EVALUATION DESIGN (OPERATIONALIZED)
Evaluation Design: Instruments, Timeline, Analysis
"Mixed methods" is insufficient. This card names the instruments, data-collection timeline, and analysis methods. Every claim is operationalized.
QUANTITATIVE INSTRUMENTS
Administered at baseline, Month 6, Month 12
  • PCL-5 — PTSD Checklist for DSM-5; Weathers et al. (2013), National Center for PTSD
  • PHQ-9 — Patient Health Questionnaire-9; Kroenke, Spitzer, & Williams (2001), Journal of General Internal Medicine
  • GAD-7 — Generalized Anxiety Disorder 7-item scale; Spitzer et al. (2006), Archives of Internal Medicine
  • UCLA Loneliness Scale (Version 3) — Russell (1996), Journal of Personality Assessment
  • AUDIT-C — Alcohol Use Disorders Identification Test-Concise; Bush et al. (1998), Archives of Internal Medicine
QUALITATIVE METHODS
  • CBPR ethnographic documentation
  • Monthly Unity Circle transcripts
  • Participant-authored field notes
  • Community governance meeting records
ANALYSIS METHOD
  • Quantitative: Paired t-tests (pre/post within cohort)
  • Effect size (Cohen's d)
  • Qualitative: Thematic analysis (NVivo)
  • Member-checking with participants
  • Triangulation across data sources
Note: With n=6 in Cohort 1, statistical power is limited. Paired t-tests are appropriate for within-cohort pre/post comparison. Effect sizes (Cohen's d) will be reported with confidence intervals. Findings will be interpreted as preliminary and hypothesis-generating, not confirmatory.

INDEPENDENT DATA MONITOR: All quantitative data will be collected and analyzed by an independent researcher unaffiliated with FVRC leadership.
This is not a program evaluation. It is a doctoral-level research design. The difference matters.
DSW SCHOLARLY BRIEF — LIMITATIONS & SCHOLARLY BOUNDARIES
Model Limits: What FVRC Cannot Yet Prove
Scholarship requires the possibility of being wrong. This card names what FVRC does not know — and what it will take to find out.
0) Pre-Implementation Status
No outcome data exists. All projections are design specifications drawn from comparable program research (Aos et al., 2006; Delancey Street Foundation, 2023; Redcross et al., 2012). This study will provide the first empirical test of the model.
1) No Control Group
Pre-implementation design cannot establish causality. Comparison will be against published recidivism baselines, not a randomized control group.
2) Small Sample Size
Cohort 1 (n=6) is too small for statistical generalizability. This is a proof of concept, not a population study.
3) Researcher Bias
A founder-as-researcher introduces positionality risk. The Independent Data Monitor and ABC Firewall mitigate, but do not eliminate, that risk.
4) Site Dependency
Results may not generalize beyond the site, population, and context of the demonstration pilot.

Acknowledging limits strengthens credibility. These are the limits. The research will test them.
DSW SCHOLARLY BRIEF — GOVERNANCE FIREWALL
The ABC Firewall: Independent Adjudicator and Override Authority
"The Advisory Board Council (ABC) is not advisory. It is the independent appeals body with binding authority to override founder decisions. That distinction is the firewall."
WHAT THE ABC IS
  • A 7-member independent council with binding authority
  • Majority vote required for all major decisions
  • The founder holds 1 vote — not a majority
  • Members are selected to preserve independence from FVRC operations
  • Deliberations are documented and retained for governance transparency
WHAT THE ABC CAN DO
  • Override participant dismissal decisions
  • Freeze program operations if fidelity is compromised
  • Commission independent audits
  • Remove the founder from operational authority if necessary
WHAT THE ABC CANNOT DO
  • Be controlled by the founder
  • Be dissolved without community vote
  • Be composed of more than 2 members with financial ties to FVRC

The founder designed a system that can fire him. That is not humility. It is structural accountability — and it makes this model replicable.
DSW SCHOLARLY BRIEF — RESEARCH FIREWALL
The Independent Data Monitor: A Research Firewall
"Data collected by someone on the founder's payroll is not independent. It is advocacy dressed as research. The Independent Data Monitor prevents that."
THE ROLE
An independent researcher, outside FVRC leadership and off the founder's payroll, collects, stores, and analyzes all quantitative outcome data.
THE PROTOCOL
  • Instruments administered by IDM at baseline, Month 6, and Month 12
  • Data stored in a secure, IDM-controlled repository
  • The founder has no access to raw data during the study period
  • Findings reported directly to the DSW committee and ABC
  • IDM publishes findings regardless of outcome
THE SIGNIFICANCE
Social desirability bias is the greatest threat to insider-researcher validity. The IDM is the structural solution: not a procedural formality, but a binding research firewall.

If the data show the model does not work, the IDM will say so. That is the point.
DSW SCHOLARLY BRIEF — CLINICAL FIDELITY
The Unity Protocol: Replicable Without Arthur
"If the Unity Protocol depends on Arthur Agustín's charisma, it is not a Gold Standard model. It is a personality cult. The manual makes it replicable without him."
WHAT IS MANUALIZED
  • Every Unity Circle session has a scripted facilitation guide
  • Rotating leadership is documented step by step
  • Conflict resolution procedures are written, not improvised
  • An independent observer completes a fidelity checklist after every session
WHY IT MATTERS FOR REPLICATION
A manualized protocol can be taught, transferred, and tested across sites. A charisma-dependent model dies with its founder. FVRC is designed to outlive Arthur Agustín.
FIDELITY MONITORING
  • Monthly fidelity audits by the Independent Data Monitor
  • Deviations from protocol are documented and reported
  • The protocol can be updated only through a formal amendment process, not unilaterally by the founder

"The manual is not a constraint. It proves this model belongs to the community, not to one person."
DSW SCHOLARLY BRIEF — ANTICIPATED CHALLENGES & MITIGATIONS
Anticipated Challenges & Mitigations
"A model that works only under ideal conditions is not a model — it is a fantasy. This card names the five most likely failure points and the structural response to each."
Participant Dropout or Behavioral Crisis
Challenge: Dropout or behavioral crisis disrupts the pilot.
Mitigation: Graduated response protocol. Peer mediation first. ABC review second. Removal only as a last resort — with housing continuity guaranteed.
Founder Conflict of Interest
Challenge: Founder influence creates a conflict-of-interest risk.
Mitigation: ABC Firewall with binding override authority. IDM with independent data access.
Funding Gap Mid-Implementation
Challenge: A funding gap emerges mid-implementation.
Mitigation: A 6-month operating reserve is required before launch. Funding is diversified across 3+ sources.
Site Acquisition Failure
Challenge: Site acquisition falls through or stalls.
Mitigation: Three identified site options. CLT partnership as backup. Lease-to-own as an interim strategy.
Research Findings Are Negative
Challenge: Findings are negative or less favorable than expected.
Mitigation: IDM publishes regardless. Negative findings are submitted for peer review. The model is revised, not abandoned.

"A model that plans for failure is more credible than one that promises success. These are the plans."
ACADEMIC CREDENTIAL
USC Phi Alpha 2026 Research Symposium
On March 28, 2026, Freedom Villages Regenerative Community (FVRC) was presented at the USC Phi Alpha Annual Research Symposium, USC’s premier peer-reviewed forum for social work scholars.
USC Phi Alpha Honor Society is the national honor society for social work. Acceptance of a pre-implementation capstone proposal for presentation at the annual research symposium constitutes peer validation of the research design, not the outcomes.
WHAT THIS MEANS
FVRC was reviewed and accepted by a peer scholarly body before doctoral admission. This is not a student project. It is a research presentation.
WHAT WAS PRESENTED
The pre-implementation design, theoretical framework, evaluation methodology, and SROI projections. Peer feedback was incorporated into this document.
WHAT COMES NEXT
DSW capstone approval. IRB submission. Pilot launch. Peer-reviewed publication.

“FVRC did not wait for a degree to do doctoral-level work. The symposium is the proof.”
Current Phase: Shared Leadership

WHERE WE ARE: A comprehensive pre-implementation blueprint has been developed, peer-reviewed at the USC Phi Alpha 2026 Annual Research Symposium (March 28, 2026), and submitted for DSW capstone consideration. The model is grounded in lived experience, practice knowledge, and peer-reviewed literature. No pilot has launched. No outcome data exists. The next step is institutional partnership.
PHASE COMPLETE — Design Blueprint
Theoretical framework, evaluation design, governance architecture, IRB framework, and SROI methodology are fully documented.
PHASE ACTIVE — Partnership Development
DSW capstone partnership, NABTU union pathway, CDCR warm handoff protocol, and funder relationships are in active development.
PHASE NEXT — Pilot Launch
Site acquisition, IRB submission, Cohort 1 recruitment, and Semester 1 construction begin upon institutional partnership confirmation.
The design is complete. The partnerships are forming. The research begins when USC says yes.
UNIVERSAL REENTRY INTEGRATION DESIGN
The Warm Handoff: FVRC Referral Protocol

STANDARD OPERATING PROCEDURE — OPEN TO ALL STABILIZATION PARTNERS: Any reentry service provider may use this protocol to refer participants to FVRC.
Freedom Villages Regenerative Community (FVRC) provides the “step-up” pathway stabilization partners need to move participants from stabilization into long-term community building, housing, and opportunity. This protocol is a portable, partner-agnostic handoff for any reentry service provider meeting FVRC eligibility criteria.
01
STEP 1 — IDENTIFICATION
Stabilization partner identifies a candidate: justice-involved adult or TAY who meets FVRC eligibility criteria.
02
STEP 2 — WARM INTRODUCTION
Partner makes a direct, personal introduction to the FVRC intake coordinator. No cold referrals. No paperwork first.
03
STEP 3 — INTAKE ASSESSMENT
FVRC conducts a two-session intake assessment. Eligibility is confirmed. Participant consent is obtained.
04
STEP 4 — TRANSITION PLANNING
A 30-day transition plan is developed with the participant, referring partner, and FVRC coordinator.
05
STEP 5 — ENROLLMENT
The participant enrolls in the next available cohort. The referring partner receives a 90-day follow-up report.

The warm handoff is not a form. It is a relationship. Every referral is a person — and every person deserves a direct introduction.
CDCR + DAPO COORDINATION FRAMEWORK
CDCR & DAPO Integration
FVRC does not force participants to choose between parole and community. It is built so they never have to.
Residential Stability
FVRC provides a fixed, verifiable address, meeting a core parole requirement and reducing technical violations tied to housing instability.
Employment Documentation
Every construction hour is documented. Participants can provide verifiable employment records to parole officers on demand.
Substance-Free Environment
FVRC maintains a zero-tolerance substance policy aligned with standard parole conditions. Unity Protocol sessions are documented and available for parole review.
Reporting Compatibility
FVRC's schedule accommodates mandatory parole reporting appointments. No participant should miss a parole check-in because of program obligations.

Partnership Status: FVRC is pursuing a formal Memorandum of Understanding (MOU) with CDCR/DAPO to establish FVRC as an approved reentry placement. No MOU has been executed as of the date of this document. The warm handoff protocol is a proposed standard operating procedure pending formal agreement.
Parole-compatible by design means participants can remain compliant while building the community they will live in.
DAPO COMPLIANT
AB 109 ALIGNED
CDCR STRATEGIC PLAN COMPATIBLE
THE CAPSTONE PARTNERSHIP
The Irreversible Case.
FVRC does not wait for permission. The model is designed, the site is identified, and the instruments are named. The only question is whether the DSW program will partner with a practitioner-scholar who has already done the work.
THE PRACTICE CASE
50+ years of comparable program evidence from Delancey Street, CEO, and Homeboy Industries
THE SCHOLARLY CASE
Mixed-methods CBPR design, named instruments, falsifiable hypothesis, IRB framework
THE URGENCY CASE
$121B annual cost of mass incarceration. Every year without this model is a year the system wins.
The design is ready. Scholarship is the missing piece.
DSW SCHOLARLY FIREWALL — 3-LAYER ACCOUNTABILITY
Conflict of Interest Mitigation
This card addresses the insider-researcher concern directly. These safeguards are not procedural formalities — they are binding limits on the founder's authority.
01
LAYER 1 — INDEPENDENT DATA MONITOR
Collects and analyzes all quantitative data. Not on the founder's payroll. Reports directly to the DSW committee.
02
LAYER 2 — ADVISORY BOARD COUNCIL (ABC)
Independent 7-member body. Holds binding override authority. The founder has one vote. Cannot be dissolved without a community vote.
03
LAYER 3 — USC DSW COMMITTEE
External scholarly oversight. Reviews research design and findings. Reviews publications before dissemination.
WHAT THE FOUNDER CONTROLS:
  • Program design
  • Participant recruitment
  • Day-to-day operations
WHAT THE FOUNDER DOES NOT CONTROL:
  • Data collection
  • Data analysis
  • Research findings
  • Governance decisions (majority vote required)
The founder designed a system that limits his own power. That is not a weakness. It is the strongest argument for the model's integrity.
DSW SCHOLARLY FIREWALL
Data Sovereignty Framework
In most research, the institution owns the data. In FVRC, the community does. That is not procedural detail. It is a power-sharing commitment.
COMMUNITY OWNERSHIP
All data generated by FVRC participants belongs to the FVRC community — not the researcher, not USC, not any funder.
CONSENT TO PUBLISH
No findings are published without community review and consent. The community may request revisions or withdrawal of specific data.
ACCESS RIGHTS
Participants may access their data at any time. No data is held without participant knowledge.
BENEFIT SHARING
Research findings first improve the FVRC model — not the researcher's career. Publications credit community co-researchers.
Data sovereignty is not a research methodology. It is a justice commitment. FVRC is the first reentry model to make it structural.
DSW SCHOLARLY FRAMEWORK — IRB SUBMISSION DESIGN
IRB Framework: Community Protection
The IRB framework protects participant agency, not just safety.
FVRC does not study vulnerable people. It is built by them. The IRB framework protects that distinction.
THE CORE PRINCIPLE
Participants are co-researchers, not subjects. The IRB framework protects their agency, not just their safety.
PARTICIPANT PROTECTIONS
  • Voluntary participation; right to withdraw anytime, without losing housing
  • Plain-language informed consent, reviewed with each participant before signing
  • Data sovereignty: participants may request removal of their data from the study
  • No punitive consequences for declining research components
COMMUNITY PROTECTIONS
  • The community may halt research that causes harm
  • Findings are reviewed by the community before publication
  • Community co-authors receive credit in all publications
  • Data cannot be used against the community in any legal or regulatory proceeding

The IRB is not a bureaucratic hurdle. It is the legal architecture of community trust. FVRC treats it that way.
COMMUNITY BUILDER CERTIFICATE PROGRAM — EXECUTION ARCHITECTURE
FVRC: 12-Month Community Builder Certificate Program
Committees do not fund inspiration. They fund execution. This 48-week, four-semester outline defines the training pipeline, cohort progression, build milestones, and graduate transition model that launches Freedom Villages Regenerative Community (FVRC) as a credible, research-ready demonstration site.
Community Builder Certificate Program Definition
4
Semesters — four-stage progression from training to mentorship
4
Cohorts — one new cohort enrolls each semester; 6 participants per cohort
24
Graduates — all four cohorts complete the program and earn the Community Builder Certificate
48 weeks
Full-year cycle — one 12-week semester for each phase of the build and leadership transfer
4-Semester Implementation Calendar
1
Semester 1 — Weeks 1–12: MC-3 Pre-Apprenticeship Program
Cohort 1 enrolls. Six participants move into the Training Camp, begin MC-3 classroom training and OSHA 10, and build the foundation in tools, standards, safety, and teamwork. Promotion Rule: Upon completion, Cohort 1 becomes Mentor 1.
2
Semester 2 — Weeks 13–24: Modular Home & Solar Panel Assembly
Cohort 2 enrolls. Six new participants join the Training Camp as the modular home and solar assembly curriculum begins. Cohort 1 now serves as Mentor 1, supporting instruction, safety, and peer accountability. FVRC build activities begin in parallel, with on-site construction as the next critical systems milestone.
3
Semester 3 — Weeks 25–36: Rainwater Capture Installation
Cohort 3 enrolls. Six additional participants enter the program as rainwater capture systems are installed. Cohort 2 becomes Mentor 1, and Cohort 1 advances to Mentor 2. The model now operates as layered leadership, with each earlier cohort teaching the next.
4
Semester 4 — Weeks 37–48: Raised Beds / Regenerative Permaculture
Cohort 4 enrolls. Six final participants complete the cycle through raised beds and regenerative permaculture training. Cohort 3 becomes Mentor 1, Cohort 2 becomes Mentor 2, and Cohort 1 becomes Mentor 3. The year ends with a fully stacked mentorship ladder and a completed training-to-build pipeline.
Training Camp as the Operating Base
Living Base
The Training Camp houses each incoming cohort during its semester. Participants live as a disciplined learning community, building cohesion, accountability, and shared responsibility from Day One.
Construction Lab
The camp is the launch point for hands-on building instruction. MC-3 classroom training, OSHA 10, modular home assembly, solar panel installation, rainwater capture, and regenerative infrastructure are learned through direct participation, not classroom abstraction.
Mentor Ladder
Each completed cohort transitions into a mentorship role for the next. The model compounds leadership every 12 weeks and turns graduates into builders, teachers, and community stewards.
Community Governance
Weekly circles, peer accountability, and shared duties create a self-governing culture. This is not temporary housing. It is a training community that produces future founding residents.
Resource Readiness: Training Camp site identified and prepared for continuous 48-week cohort rotation. Curriculum sequencing, mentor transition rules, and build milestones are aligned to the semester structure.

The Training Camp is where the builder identity is formed. Each cohort arrives as trainees, graduates as mentors, and enters the next phase as a leader in the growing FVRC system.
Year-End Outcome
1
24 Graduates, 1 Certificate, 1 Founding Community
By Week 48, all four cohorts complete the Community Builder Certificate Program. The full class of 24 graduates moves into the first FVRC as founding residents, carrying technical skill and shared governance experience into the permanent community.
2
First FVRC Build Completion
The cohort ladder culminates in a fully trained resident-builder network. The first FVRC is no longer a concept — it is a staffed, trained, mentor-driven community ready for long-term operation.
Phase 4: The Open-Source Replication Toolkit

The Final DSW Capstone Deliverable Is Not a Report. It Is a Replication Blueprint. The Freedom Villages Regenerative Community (FVRC) DSW capstone produces four deliverables — not one: (1) A peer-reviewed evaluation report submitted for publication. (2) A CDCR policy brief recommending Freedom Villages Regenerative Community (FVRC) as a standardized 'Step-Up' housing model for California's reentry system. (3) An LA County implementation brief for the Department of Public Social Services and the Office of Diversion and Reentry. (4) An Open-Source Replication Toolkit — a complete, field-ready implementation guide designed for adoption by any community, county, or state seeking to replicate the model. This is how a pilot becomes a policy. This is how 24 graduates become a founding community.
Peer-Reviewed Publication
Mixed-methods evaluation submitted to a peer-reviewed social work or criminal justice journal. Methodology: CBPR. Framework: RAND/WSIPP cost-benefit. Timeline: Month 18 post-launch.
CDCR Policy Brief
Formal recommendation to the California Department of Corrections and Rehabilitation to adopt Freedom Villages Regenerative Community (FVRC) as a standardized Step-Up housing model. Targets the AB 109 realignment framework and SB 678 community corrections funding streams.
LA County Implementation Brief
Delivered to the LA County Office of Diversion and Reentry and DPSS. Recommends Freedom Villages Regenerative Community (FVRC) as a complement to existing JIR and housing-first infrastructure. Includes cost-benefit analysis using county-specific incarceration cost data ($127,800/year per person, CDCR 2023).
Open-Source Replication Toolkit
A complete, field-ready implementation guide: site selection criteria, governance templates, mentor ladder protocol, workforce training pathway, trust fund architecture, CBPR evaluation framework, and IRB protocol template. Designed for adoption by any community, county, or state. Published open-source under Creative Commons license.
COMMUNITY BUILDER CERTIFICATE PROGRAM — LIVING CONSTRUCTION UNIVERSITY
Every Cohort Learns, Builds, Teaches
"This is not job training. This is a living construction university where the campus IS the community being built."
COHORT CASCADE MODEL — COMMUNITY BUILDER CERTIFICATE PROGRAM
Here is the cohort progression through the program, with continuous learning, doing, and teaching:
1
SEMESTER 1 — Weeks 1–12
MC3 Construction Training
  • Cohort 1: Learns MC3 construction and builds the 2-unit prototype
2
SEMESTER 2 — Weeks 13–24
Solar Panel Installation
  • Cohort 1: Does solar installation at FVRC; teaches as Mentor 1
  • Cohort 2: Learns solar panel installation
3
SEMESTER 3 — Weeks 25–36
Rainwater Capture Installation
  • Cohort 1: Does rainwater systems at FVRC; teaches as Mentor 2
  • Cohort 2: Does solar at FVRC; teaches as Mentor 1
  • Cohort 3: Learns rainwater capture installation
4
SEMESTER 4 — Weeks 37–48
Raised Beds / Regenerative Permaculture
  • Cohort 1: Does permaculture at FVRC; teaches as Mentor 3
  • Cohort 2: Does rainwater at FVRC; teaches as Mentor 2
  • Cohort 3: Does solar at FVRC; teaches as Mentor 1
  • Cohort 4: Learns raised beds / regenerative permaculture
END OF YEAR 1:
  • 24 graduates earn the Community Builder Certificate
  • Certified in MC3 Construction, Solar, Rainwater, Permaculture
  • All 24 move into the first FVRC as founding residents — in homes they built themselves

Key insight callout: Every participant holds three roles: student, builder, teacher. Zero idle time. Zero wasted capacity. The community builds itself.
Scholarly framing: This operationalizes Bandura's Social Learning Theory, Erikson's Generativity, and Freire's Pedagogy of the Oppressed simultaneously. Each cohort teaches what it knows, does what it learned, and learns what comes next.
EXHIBIT B — THE PIPELINE IN ACTION
From Training Camp to Home
Graduation Day: The first cohort receives its keys
Move-In Day: A family crosses the threshold
The completed Freedom Villages Regenerative Community (FVRC): aerial view
The training camp begins it. The permanent home completes it. Between those moments stands Freedom Villages Regenerative Community (FVRC).
SECTION DIVIDER
Community Voices
The people this is built for. The people who will build it.
Freedom Villages Regenerative Community (FVRC)
Community Voices on Reintegration

These illustrative narratives draw on lived experience, practice knowledge, and community engagement. They reflect common reintegration challenges, aspirations, and the impact of supportive communities on long-term success. They are not direct quotes from specific individuals, but projections informed by comparable programs.
Marcus, 47 - Mentor & Advocate with Lived Experience
"After 23 years, I re-entered a world that felt unwelcoming and unforgiving. Finding work, stable housing, and support was an uphill battle. I did it alone. If Freedom Villages Regenerative Community (FVRC) had existed then—with community, mentors, skill-building, and a real home—my reentry would have looked very different. Now I want to be that guiding force for others. I want to share my journey and help my peers forge their own paths forward. To me, that means 'each one, teach one.'"
Sophia, 40 - Entrepreneur & Community Builder
"When I returned to my community, the hardest part wasn't finding a job; it was finding a place where I felt seen and valued. A Freedom Villages Regenerative Community (FVRC), with vocational training and a nurturing community, would have been transformative. I've channeled my energy into building my own small business, and I see Freedom Villages Regenerative Community (FVRC)s as places where people returning home can find purpose, build meaningful lives, and give back."
Ricardo, 55 - Family Advocate & Horticulturalist
"After decades away, I wanted nothing more than to reconnect with my family and reclaim lost time. But without stable housing or direction, that dream is hard to reach. A Freedom Villages Regenerative Community (FVRC) offers more than shelter; it creates space to work alongside peers, grow through gardening, and mentor others on their own path of healing and reintegration. That is how we build stronger families and more resilient communities."
What Community Leaders Prioritize for Successful Reintegration
Drawing from lived experience, formerly incarcerated leaders emphasize these critical elements for successful reintegration:
True Ownership & Agency
Opportunities to co-create and shape their future, not just participate in it.
Dignity & Respect
An environment free from surveillance, infantilizing rules, and stigma.
Practical, Marketable Skills
Training in green construction, skilled trades, and financial literacy for lasting employment and independence.
Peer-Led Support & Mentorship
Guidance from people with shared lived experience, offering the understanding traditional support often misses.
Long-Term Stability & Support
Continuous support that extends beyond short-term programs and sustains success.
Authentic Community & Belonging
A safe, welcoming place that feels like home, not an institution.
This vision, led by community voices and lived experience, is what the Freedom Villages Regenerative Community (FVRC) model aims to deliver for pilot implementation.
SECTION 3: Collaborative Vision
FVRC: A Community-Led Reentry Blueprint
Built by the community. Governed by the community. For the community.
Community Endorsement
Governance Structure
Co-Design Process
Community FAQ
Community Leaders Set the Course for FVRC
Freedom Villages Regenerative Community (FVRC) is grounded in lived experience and community-driven solutions. This blueprint grows from practice, lived experience, and collective wisdom, led by a social justice advocate with direct correctional-system experience. LHF recognizes that implementation requires explicit community endorsement.
Understanding the Model
Community needs, priorities, and values must shape the model. Freedom Villages Regenerative Community (FVRC) was designed to adapt, stay authentic, remain effective, and align with collective aspirations.
Core Principles
Community-Led Direction
Community wisdom steers decisions and defines the model’s path.
Strength-Based Collaboration
Formerly incarcerated people serve as co-creators, not just participants.
Independent Innovation
The design stays autonomous, responding directly to community needs.
Authentic Co-Design
Community voice shapes every detail of the model.
The Community's Role
01
Model Review & Endorsement (Current Blueprint Phase)
  • Review the design.
  • Share feedback on governance, priorities, and needed adjustments for endorsement.
02
Empowered Co-Design & Governance (Upon Endorsement)
  • Governance committees would hold formal decision-making authority.
  • The community would shape budget priorities and resource allocation.
  • The community would define success metrics that reflect well-being.
03
Community-Led Implementation & Oversight (Upon Endorsement)
  • Community members would lead key oversight roles.
  • Program operations would follow direct community insight.
  • Outcomes would be evaluated, and adaptations recommended for lasting impact.
What This Blueprint Represents
  • A practice-informed design framework: Presented here for review.
  • No commitment before thorough review: The model will not move forward without review, deliberation, and explicit endorsement.
  • Transparency and accountability: The model centers transparency, accountability, and direct community oversight at every stage.
Next Steps
  1. Review this presentation and share it within your networks.
  1. Join community dialogue sessions to discuss the blueprint.
  1. Submit questions and insights through the feedback channels.
  1. Learn the process for endorsing a demonstration pilot.

Community Endorsement is Essential: Implementation of the Freedom Villages Regenerative Community (FVRC) concept requires explicit community endorsement. If this model does not genuinely serve your community's needs and reflect your values, this initiative will not proceed. No formal partnership, operational role, or institutional commitment is implied unless expressly established through a written, mutually agreed-upon statement.
SECTION 4
For Researchers
The scholarly case for FVRC: evidence, theory, and a falsifiable research question.
Freedom Villages Regenerative Community (FVRC) presents a strong research opportunity: a pre-implementation model grounded in lived experience, practice knowledge, and community engagement. This section defines its theoretical foundations, evaluation strategy, and academic partnership pathways.
Theoretical Frameworks
Smart Decarceration Alignment
Evaluation Strategy
Academic Partnership
DSW COMMITTEE — APA LITERATURE REVIEW MATRIX
Peer-Reviewed Evidence Base

All FVRC projections, model components, and theoretical frameworks rest on peer-reviewed literature. This matrix maps each claim to its source.
Every claim in this document has a citation. Every citation has a page number. Ask for it.
APA 7TH EDITION
PEER-REVIEWED SOURCES
DSW COMMITTEE READY
SCHOLARLY REFRAME
Structural Intervention Replaces Charity
"Freedom Villages Regenerative Community (FVRC) is not a program that helps people. It is a structural intervention that addresses the $121B failure of the carceral state — and replaces it with a $4–$5:$1 return on investment."
The language of reentry is charity language — helping, supporting, serving. FVRC rejects it.
CHARITY MODEL
Helps individuals navigate a broken system
Measures success by compliance
Funded by goodwill
Ends when the grant ends
STRUCTURAL INTERVENTION MODEL
Replaces the broken system with a functioning one
Measures success by wealth and sovereignty
Funded by demonstrated ROI
Ends when the community no longer needs it
FVRC
Community-governed
Self-built
Research-validated
$4–5:1 SROI
Designed to outlive its founder
The carceral state costs $121B a year and produces 67% recidivism. FVRC costs $18,000 per participant and is designed to produce permanent homeowners. The comparison is clear.
Academic Partnerships and Research Collaboration
Invitation to Scholarly Engagement
FVRC is open. It is a research platform designed to generate knowledge that belongs to the field, not just the founder.
DSW CAPSTONE PARTNERSHIP
Primary: USC Suzanne Dworak-Peck School of Social Work
  • Doctoral oversight
  • IRB access
  • Faculty mentorship
  • Peer-reviewed publication pathway
Status: Active pursuit
INDEPENDENT DATA MONITOR ROLE
Seeking a doctoral-level researcher to serve as IDM, collecting and analyzing all quantitative outcome data independent of FVRC leadership.
  • Compensation available
  • IRB co-investigator credit offered
DISSERTATION COLLABORATION
FVRC's dataset — PCL-5, PHQ-9, GAD-7, UCLA Loneliness Scale, AUDIT-C, CBPR field notes — is available for secondary analysis by doctoral students with IRB approval.
PUBLICATION CO-AUTHORSHIP
Community co-researchers will be credited as co-authors on all publications derived from FVRC data.
This is not courtesy; it is a data sovereignty commitment.
If you are a researcher who wants to study what liberation looks like when it is designed, contact us. The data will be real. The community will be ready.
Projected Outcomes: Research-Informed Specifications

These projections are research-grounded design specifications drawn from peer-reviewed evidence and documented outcomes from comparable programs (Delancey Street, CEO, Homeboy Industries). They are not guarantees. The research will test these targets.
<15%
Projected Recidivism Rate at 12 Months
Design specification; versus 67.8% national baseline per Durose et al. (2014), BJS.
100%
Participants Housed
Design specification; CLT model per Davis (2010).
80%+
Employment Rate
Design specification; informed by CEO outcomes per Redcross et al. (2012), MDRC.
$4–5:1
Social Return on Investment
Projected; per WSIPP benefit-cost methodology (Aos et al., 2006).
6 → ∞
Self-Replicating Pipeline
Cohort 1 becomes the faculty; the pipeline is self-replicating.
Comparable Program Benchmarks
Comparison baseline: Durose et al. (2014) documents 67.8% rearrest within 3 years (BJS NCJ 244205), and Durose & Antenangeli (2021) updates the 5-year figure to 71% (BJS NCJ 255947). FVRC targets a 12-month recidivism measure, a shorter window; findings will be interpreted accordingly.
PEER REVIEW RESPONSE — PROF. FORMIGONI, DSW

Disclaimer: Named organizations appear only as independent research references. No affiliation or endorsement is implied.
Apples-to-Apples Program Comparison

Prof. Formigoni asked for a direct comparison. Here it is.
All figures come from public program data and peer-reviewed research. SROI estimates are approximations based on WSIPP methodology applied to comparable outcomes.

FVRC is the only model in this comparison that combines permanent homeownership, union trade certification, community governance, and a doctoral research protocol. The comparison is not close — but the outcomes remain to be tested.
SECTION 8
Budget & Financials
Every dollar tracked. Every investment justified. $4–$5 returned per $1 deployed.
This section details the $824,500 pilot budget: allocation, governance, SROI projections, and the financial integrity framework. It shows how every dollar is tracked, reviewed, and aligned with the pilot's operational and impact goals.
Budget Allocation
SROI ($4–$5 per $1)
CPA Oversight
Budget Governance
Community Leadership & Development
Empowering Our Collective Future
Freedom Villages Regenerative Community (FVRC) grows from the community it serves. Guided by formerly incarcerated people and shaped by TAY (Transition Age Youth), it centers lived experience, practical knowledge, and community-driven change.
Freedom Villages Regenerative Community (FVRC) Project Leadership
Empowered Community Leadership
  • Arthur Agustín leads community-driven initiatives, including Freedom Villages Regenerative Community (FVRC).
  • Community leaders with firsthand experience shape project governance and every major decision.
  • Formerly incarcerated leaders guide the design and direction of Freedom Villages Regenerative Community (FVRC).
  • Community advocates and families impacted by incarceration bring a broader perspective.
  • Every leader contributes direct expertise to build solutions that work.
Arthur Agustín - Founder, Arthur Agustín
Arthur Agustín combines lived experience with strategic expertise. Two terms in the California Department of Corrections and Rehabilitation (CDCR) included San Quentin and Pelican Bay.
He now serves as a Clinical Intern at Amity Foundation and advances justice reform and community reintegration as a practitioner-scholar.
He authored "New Beginnings: From The Bondage of Incarceration to Liberation and Freedom - The University of Hard Knocks Model."
"My journey was a crucible where suffering forged a profound sense of meaning, igniting a purpose to illuminate pathways to freedom for others."
  • Arthur Agustín has advanced justice reform and community reintegration for over 20 years.
  • The practitioner-scholar leads the community-centered design of Freedom Villages Regenerative Community (FVRC).
  • The leadership team includes other community leaders.
Community Advisory Council
  • Project Leadership will select the Advisory Council based on community needs and expertise.
  • The council includes formerly incarcerated mentors with experience in construction, workforce development, and community organizing.
  • It also includes youth leaders from Los Angeles communities most impacted by incarceration.
  • Family members and community advocates bring essential perspectives.
  • The Advisory Council guides the project while honoring community autonomy.
Community-Driven Decisions: Principles & Input
Foundational Principles (Subject to Community Reassessment):
  • Freedom Villages Regenerative Community (FVRC) will be led by people with direct lived experience of incarceration.
  • Our core strategy uses a 2:1 mentorship model (formerly incarcerated mentors supporting TAY (Transition Age Youth)).
  • The project is guided by dignity, self-sufficiency, and community ownership.
  • The Founder proposes Los Angeles as the demonstration pilot location, focused on areas with the greatest need.
Empowering Community Input & Decision-Making:
  • Community needs and input will determine budget priorities and resource allocation.
  • The Founder will support collaborative work aligned with community values.
  • Community members will shape program activities, schedules, and support structures.
  • Resident leadership will guide village design, rules, and governance.
  • The community will define success metrics to reflect local priorities and values.
How Community Leaders Will Govern Our Collective Future
Decision-Making Structure:
01
Community Circle: Participants and community leaders hold final authority over program design, budget priorities, and partnerships.
02
The Founder: The foundation supports proposal development and community engagement, and aligns administrative roles with community leadership.
03
Advisory Partners: Advisory Partners contribute input and expertise while community leadership retains full autonomy.
04
Supporters: Supporters choose what to fund and stay out of program design and governance.
The Freedom Villages Regenerative Community (FVRC) Blueprint: This presentation offers a collaborative design framework grounded in lived experience and practice knowledge for pilot implementation. Community leaders know what works, and this blueprint provides the resources to move the vision forward.
Implementing the Vision: Freedom Villages Regenerative Community (FVRC)
For Community Leaders & Individuals with Lived Experience:
  • We plan community review sessions from February to May 2026 to refine the work.
  • Design workshops will shape the implementation phase.
  • Community input will guide budget priorities.
  • The Community Advisory Circle will play a key governance role.
Contact for Program Inquiries: Arthur Agustín, Founder Arthur Agustín Email: [email protected] Website: www.lifershopefoundation.org
This design is ready for implementation once financial resources are secured.
Please note: No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied unless established through a written agreement.
FVRC: Pre-Implementation Design Specifications
Blueprint for Pilot Implementation and Projections
Freedom Villages Regenerative Community (FVRC) is a core component of the Lifers Hope Integration Model. This card defines the demonstration pilot: two prototype units built to test, learn, and refine before scaling.
All references to locations and partnerships are conceptual in this phase and remain subject to community input and final written agreements. No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied unless expressly established through a written agreement.
The conceptual pilot location is Los Angeles, near existing community resources.
What “Adjacent” Means for the Pilot:
In this demonstration pilot, “adjacent” means physically close to vital community services and resources, while remaining fully independent in governance and led entirely by formerly incarcerated leaders. This approach ensures:
  • The pilot units sit near essential community resources and infrastructure.
  • Participants have direct access to existing neighborhood services and support systems.
  • The prototype units complement, not duplicate, existing services, creating new solutions within the established community framework.
What Freedom Villages Regenerative Community (FVRC) Is: A Two-Unit Demonstration Pilot
Community-Led and Fully Autonomous
  • The pilot is run by formerly incarcerated leaders and community members.
  • Decision-making rests with people who have direct lived experience.
  • It operates independently from universities, government, and traditional institutions — adjacent to, not part of.
A Model for Ownership and Dignity
  • This pilot supports participants as active co-creators and community members.
  • It prioritizes asset building and self-sufficiency over service provision.
  • The “each one teach one” mentorship philosophy is fundamental to this model.
Adjacent To, Not Part Of, Existing Programs
  • The pilot sits near existing neighborhood resources for easy access.
  • Its design complements, rather than competes with, current community services.
  • If partnerships are formed, they are defined through mutually agreed terms that protect community values and independence.
Grounded in Lived Experience & Co-Design
  • Formerly incarcerated leaders bring firsthand insight into effective solutions.
  • The community co-designs the pilot to ensure relevance and impact.
  • The focus remains on community-identified needs throughout this foundational phase.
What Freedom Villages Regenerative Community (FVRC) Is Not in This Conceptual Framework
Not a Replacement for Existing Reentry Programs
  • We do not seek to dismantle or absorb other vital community services.
  • Existing programs fill crucial needs within the community.
  • The Freedom Villages Regenerative Community (FVRC) pilot fills a distinct gap within a broader support model.
Not an Institutional Extension
  • This initiative is not managed or operated by universities or other institutional programs.
  • It functions outside government programs.
  • It is different from traditional halfway houses or group homes, staying true to “adjacent to, not part of.”
Not Controlled by Outside Organizations
  • Universities and partners may advise, but they do not control pilot decisions.
  • Funders support the work but do not dictate program design or operations.
  • The Community Circle retains ultimate decision-making authority, preserving community autonomy.
Not Just Another Service Provider
  • Even with initial prototypes, the mission is ownership and empowerment, not just services.
  • Participants are co-creators, not passive clients.
  • The Lifers Hope Integration Model centers community building, not traditional case management.
Strategic Advantages of the Conceptual Pilot Location
Optimal Resource Proximity
  • Gives pilot participants immediate access to essential neighborhood services and supports.
  • Strengthens connections with established community organizations doing impactful work.
  • Uses existing transportation networks and infrastructure to improve efficiency.
Deep Community Connection
  • Places the pilot in a neighborhood that understands the target population's challenges.
  • Brings participants closer to family and personal support networks.
  • Keeps the pilot embedded in the broader community, reducing isolation and building local ties.
Strategic Autonomy
  • The conceptual location is close enough for collaboration where it helps.
  • It stays far enough to preserve community control and uphold “adjacent to, not part of.”
  • It establishes clear decision-making boundaries that protect the model's integrity.
Proposed Site Selection Criteria for the Demonstration Pilot
Physical Requirements
  • A site that can accommodate 2 prototype units with room for future growth.
  • Zoning compatibility for mixed-use residential and community space.
  • Convenient access to public transportation (within 0.5 miles).
  • Close to healthcare, grocery stores, and employment centers.
Community Context & Alignment
  • Located in neighborhoods with established reentry support infrastructure.
  • Situated where community leaders identify both critical need and capacity for this initiative.
  • Prioritizes locations where formerly incarcerated residents already live.
  • Embedded in communities with a strong history of grassroots organizing and self-determination.
Impact, Cost & Outcomes Measurement
This section defines how the Freedom Villages Regenerative Community (FVRC) demonstration pilot will measure success, estimate costs, and project outcomes.
Disclaimer: These projections are design specifications informed by research literature and comparable program outcomes. They are not results from Freedom Villages Regenerative Community (FVRC) pilot implementation, which will generate its own evidence base upon funding and launch.
Grounding Credible Projections
At Arthur Agustín, impact projections, cost estimates, and outcome models rest on practice knowledge, peer-reviewed research, lived experience, and data from comparable programs. The projections draw from published research on Delancey Street, Homeboy Industries, and housing-first models, and will be tested during pilot implementation.
Recidivism Projections: Reducing Reoffense Rates
Modeled Reduction: 40-60% – This reduction reflects the documented effectiveness of "housing-first" models in peer-reviewed literature and the power of stable housing.
Understanding the Challenge: Baseline Data
Recidivism means reengaging with the criminal justice system after release. The projections benchmark against current national and state realities:
  • National 3-year recidivism rate: 68% (Bureau of Justice Statistics, 2018)
  • Council on Criminal Justice: 71% rearrest rate within 5 years (2022)
  • California 3-year recidivism rate: 50% (CDCR, 2021)
  • Housing-first models consistently show 40-60% recidivism reduction (Lutze et al., 2014 meta-analysis).
Our Methodology
The model uses conservative estimates drawn from peer-reviewed studies on housing-first and peer mentorship interventions, refined for the demonstration pilot:
  • The focused demonstration pilot (just 6 participants) allows for more individualized support.
  • Community governance fosters empowerment and self-determination.
  • An integrated model combines housing, employment pathways, and peer support for stronger impact.
Key Assumptions for Participant Success
The projected reductions depend on these participation and stability assumptions:
  • Participants will complete a minimum 12-month program within Freedom Villages Regenerative Community (FVRC).
  • Housing stability will hold for at least 18 months after program entry.
  • A clear employment or education pathway will begin within 12 months of entry.
Social Return on Investment (SROI)
Estimated Range: $3.50-$7.00 per dollar expended – This range shows the projected societal and economic return for every dollar contributed to Freedom Villages Regenerative Community (FVRC).
SROI Methodology
The Washington State Institute for Public Policy (WSIPP) cost-benefit framework calculates:
  • Criminal justice system cost savings: Lower incarceration, court, and law enforcement costs.
  • Victim cost savings: Reduced financial and emotional burden from crime.
  • Participant earnings gains: More tax contributions and economic activity from stable employment.
  • Public assistance cost offsets: Less reliance on emergency services and public aid.
For context, a 2013 RAND Corporation study found a comparable $4-$5 SROI for correctional education programs.
Our Calculation
Here is how the SROI is derived based on the demonstration pilot:
  • Demonstration pilot expenditure: $824,500 (total cost for this initial phase)
  • Per-participant cost: Approximately $137,000 (for 6 participants — includes housing asset creation, not just services)
  • Note: 2026 LA market rate for a fully contractor-installed comparable unit: $278,000–$352,000/unit (Abodu, Angi 2026). FVRC's lower construction cost reflects participant-built model — labor is embedded in the training program.
  • Projected 3-year savings per participant: $425,000-$850,000 (from WSIPP recidivism cost data)
  • Conservative SROI: $3.50 per dollar (assumes 50% of projected savings are realized)
  • Optimistic SROI: $7.00 per dollar (assumes 75% of projected savings are realized)
Employment & Housing Stability Outcomes
Modeled Outcomes: These projected success rates draw from highly effective comparable programs.
  • 80% housing stability at 12 months for participants.
  • 70% employment or education enrollment at 12 months.
  • 60% sustained employment at 18 months.
Data Sources: Benchmarking Against Proven Success
The outcome models draw from leading reentry initiatives:
  • Homeboy Industries (Los Angeles): Reports 75% employment retention at 12 months (Leap Ambassadors Foundation, 2018).
  • Delancey Street Foundation: Reports 90% housing stability, 70% employment, and a 90% crime-free rate (Silbert & Porporino, 2002).
  • Transitional housing meta-analysis: Shows 65-80% housing stability across programs.
  • Bureau of Labor Statistics (BLS): Union wage data (2024) informs potential wage gains.
Our Adjustments
Comparable program data are adjusted to keep projections realistic and robust:
  • Comparable program averages are reduced by -10% to account for pilot scale and startup challenges.
  • A +5% protective factor is added for community governance and peer support.
  • Another +5% benefit is added for the integrated model's holistic approach.
Budget Estimates: A Phased Approach
Cost Categories
Budget estimates are built from current, reliable sources:
  • Current market rate analysis for housing and construction in Los Angeles County.
  • Reliable nonprofit salary benchmarks from sources like GuideStar and Nonprofit HR.
  • Industry standards for workforce development programs, including WIOA cost guidelines.
  • Construction cost estimates from licensed contractors and feasibility studies.
  • 2026 Los Angeles market benchmarks: modular ADU units (Abodu, Angi), solar installation (Clean Energy Connection CA, EC Renewables LA), site preparation (California Home Costs), nonprofit staff salaries (PayScale LA), water/waste systems (CostOf.Homes LA).
Key Assumptions
The financial model assumes:
  • Land acquisition through strategic partnership or long-term lease instead of direct purchase.
  • Modular or adaptive reuse construction to reduce costs.
  • Phased implementation to lower upfront capital needs.
  • In-kind contributions and volunteer labor to reduce direct operating costs.
  • Participant-built construction model: contractor labor costs are replaced by supervised participant labor as part of the 12-month Community Builder Certificate Program — reducing construction costs by an estimated 40–60% compared to fully contracted builds.
Confidence & Limitations
What These Projections Represent
These projections serve as:
  • Practice-informed estimates derived from analysis of comparable programs.
  • Tools for productive community dialogue.
  • Hypotheses to test and refine during the demonstration pilot.
What These Projections Do NOT Represent
These projections are not:
  • Guaranteed outcomes or binding performance commitments.
  • Validated results from Freedom Villages Regenerative Community (FVRC) operations.
  • Absolute predictions that account for every local variable.
Refinement Plan
To refine and improve the model, the pilot will:
  1. Review the pilot with community stakeholders throughout its lifecycle.
  1. Collect and analyze data during the demonstration phase.
  1. Use evaluation partners to support objectivity.
  1. Run a continuous quality improvement process.
Comparison Group Considerations: An ideal, gold-standard evaluation design would include a comparison group of similar individuals receiving standard reentry services. Achieving this would require formal research partnership and Institutional Review Board (IRB) approval, which could be explored.
Disclaimer: No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied unless expressly established through a mutually executed written agreement.
Data Sources & References
Recidivism & Criminal Justice: Foundational Studies
  • Bureau of Justice Statistics (2018). "Recidivism of prisoners released in 34 states."
  • California Department of Corrections and Rehabilitation (CDCR, 2021). "Recidivism report for offenders released from CDCR."
  • Council on Criminal Justice (2022). "Rearrest rates over time" data.
  • Lutze, F. E., et al. (2014). "Homelessness and reentry: A multisite outcome evaluation."
Cost-Benefit Analysis: Leading Economic Models
  • Washington State Institute for Public Policy (WSIPP). "Benefit-cost results."
  • RAND Corporation (2013). "Evaluating the effectiveness of correctional education: A meta-analysis of programs delivered in prison and on probation or parole."
  • Aos, S., et al. (2006). "Evidence-based public policy options to reduce crime: Implications for Washington State."
Housing & Employment: Exemplar Programs & Statistics
  • Homeboy Industries Annual Reports (2020-2023).
  • Leap Ambassadors Foundation (2018). "Learning From Leaders: Homeboy Industries" case study.
  • Delancey Street Foundation outcome data.
  • Silbert, J., & Porporino, F. (2002). "Delancey Street Foundation: The ultimate alternative to incarceration." Federal Probation, 66(2), 26-30.
  • National Reentry Resource Center housing stability research.
  • Bureau of Labor Statistics (BLS, 2024). "Union members summary."
Methodological Transparency: Arthur Agustín is committed to transparency. It will share detailed calculation methods, underlying data sources, and assumptions with any stakeholder upon request. Evaluation data generated from the demonstration pilot will be made openly available to community stakeholders and research partners for collective learning and accountability.
LA COUNTY ALIGNMENT — MEASURE H + LAHSA COORDINATION FRAMEWORK
FVRC × LA County: Built for the County’s Biggest Challenges
LA County spends $1.2 billion a year on homelessness. FVRC delivers a reentry-to-homeownership pipeline for a fraction of that cost — with a $4–5:1 SROI.
Measure H Alignment
FVRC qualifies as a Measure H-funded reentry housing intervention. The model meets LA County's existing funding criteria.
LAHSA Coordination
FVRC integrates with LAHSA's coordinated entry system. Participants are referred through existing pathways — no new bureaucracy required.
CDCR/DAPO Integration
Parole-compatible by design. Participants can meet parole conditions while living at FVRC. The warm handoff protocol is ready for signature.
Cost Comparison
$45,000/year to incarcerate. $18,000/year for FVRC. $4–5 returned for every $1 invested. The math is simple.

Partnership Status: FVRC is actively pursuing alignment with LA County LAHSA, Measure H funding streams, and CDCR/DAPO. No formal partnership agreements have been executed as of this document. The alignment described here reflects FVRC's design compatibility with existing county frameworks — not confirmed partnerships.
LA County has the funding. FVRC has the model. The only missing piece is the partnership.
MEASURE H ELIGIBLE
LAHSA COORDINATED ENTRY
CDCR/DAPO READY
COST-ADVANTAGEOUS
FVRC: A Blueprint for Transformative Impact
Transformative Change by Design
Freedom Villages Regenerative Community (FVRC) is an innovative Los Angeles community where participants become empowered members and owners. This blueprint integrates community, labor, and environmental expertise to advance collective well-being and long-term self-sufficiency.
Developed by Arthur Agustín, the model links justice reform with environmental sustainability. Grounded in lived experience and community input, it creates clear pathways to independence, breaks cycles of poverty, and advances long-term well-being. By pooling collective resources, the model can scale impact and pioneer urban transformation, mutual support, and stronger community health. Projections draw from comparable programs and outline the pilot implementation blueprint.
Disclaimer: No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied unless expressly established through a mutually executed written agreement.
OUR CORE PROGRAM VALUES
  • Social Innovation: Advancing collective well-being through practice-informed design.
  • Participant Empowerment: Building self-sufficiency and foundational resources.
  • Public Health Equity: Delivering shared prosperity through holistic health outcomes.
  • Environmental Regeneration: Cultivating sustainable communities and future well-being.
  • Justice System Transformation: Creating equitable opportunities and social justice for all.
Freedom Villages Regenerative Community (FVRC): A Model for a Better Future
Community Organizations
The design supports participant independence and shared ownership to build vibrant, thriving neighborhoods.
Supporting Institutions (Social Work)
The design applies social work principles to sustainable community development and meaningful outcomes.
Supporting Institutions (Medicine/Health)
The design advances community health as a foundation for shared prosperity and long-term benefit.
Justice Reform Organizations
The design transforms systems to create equitable opportunities and pathways to community ownership.
Labor Organizations
The design aims to build skilled workforces and resilient infrastructure for long-term community well-being.
Environmental Partners
The design advances sustainable solutions vital for community building and participant support.
Holistic Support Organizations
The design fosters comprehensive community development to build resources and support participant stability and growth.
This initiative combines a robust, practice-informed design with promising projections to create lasting impact and reshape urban development. Freedom Villages Regenerative Community (FVRC) is ready for review, where participants are not just beneficiaries, but empowered partners and owners in their own—and the community's—thriving future.
This theory of change is a logic model for pre-implementation review. It draws on comparable programs and community development theory and will be tested during pilot implementation.
Our Theory of Change: Design to Community Transformation
A Strategic Framework for Regenerative Communities

Research-Informed Logic Model
This framework maps the pathways through which inputs and activities are expected to produce outcomes. It is grounded in:
  • Documented logic models from comparable programs (Delancey Street, Homeboy Industries)
  • Community development theory and desistance research
  • Asset-based community development frameworks
  • Lived experience and practice wisdom
Projected outcomes are design specifications that will be tested and refined through pilot evaluation and community-led assessment.
This logic model maps the path from foundation to social change. Each step advances the vision of breaking intergenerational poverty, strengthening community well-being, and delivering measurable empowerment in Freedom Villages Regenerative Community (FVRC).
Note: This logic model is a theory of how change will occur, not validated results. It will be tested through systematic evaluation during pilot implementation.
Detailed Logic Model Breakdown
INPUTS: Foundational Resources for the Founder
  • Financial Resources: Phase 1 resource allocation of $729K for critical infrastructure and operational sustainability.
  • Human Capital: Engagement of formerly incarcerated mentors, community leaders, and professional staff.
  • Physical Assets: Land, housing units, community facilities, and integrated agricultural systems.
  • Knowledge & Expertise: Specialized technical assistance and lived experience, informed by comparable program data and integrated into this framework.
  • Social Capital: Community networks, organizational partnerships, and policy connections.
ACTIVITIES: Core Engagements to Be Undertaken by the Founding Vision
  • Construct sustainable housing and resilient community infrastructure.
  • Run a structured mentorship program with a 2:1 participant-to-mentor ratio.
  • Deliver workforce development and specialized skills training.
  • Facilitate participatory community governance through "Community Circles."
  • Operate regenerative agriculture and integrated food systems.
  • Provide holistic wraparound support services (e.g., health, mental health, legal aid).
  • Build community cohesion through shared meals, collective decision-making, and mutual aid initiatives.
OUTPUTS: Measurable Products and Direct Results
  • Complete 6 sustainable housing units with integrated infrastructure (Phase 1).
  • House 6 program participants with dignity and stability.
  • Employ 2 formerly incarcerated mentors.
  • Establish 4 active, structured mentorship relationships.
  • Launch a functional community governance structure.
  • Operate a food production system that yields fresh agricultural produce.
  • Document best practices and lessons learned for replication.
SHORT-TERM OUTCOMES (12 Months): Immediate Changes and Benefits
  • Participants achieve housing stability, reducing recidivism risk.
  • Participants gain job-specific skills and stronger employment readiness.
  • Social connections and support networks grow among participants.
  • Physical and mental health indicators improve.
  • Participants gain agency and community belonging.
  • Mentors develop stronger leadership and facilitation skills.
  • Community governance supports effective decision-making.
LONG-TERM IMPACT (2-5 Years): Enduring Transformation and Societal Benefit
  • Participants sustain housing stability and achieve economic self-sufficiency.
  • Intergenerational cycles of incarceration and poverty are disrupted.
  • Arthur Agustín develops a replicable Freedom Villages Regenerative Community (FVRC) model for statewide scale.
  • Community-led, practice-informed insights drive policy change.
  • Public narratives shift around reentry and justice-involved individuals.
  • Residents build community wealth and asset ownership.
  • Formerly incarcerated individuals regain dignity and full, equitable community participation.
Community-Led Leadership & Ownership
We assume that community-led leadership yields stronger engagement and more sustainable development than top-down approaches.
Holistic Housing Stability
The model hypothesizes that housing stability is a foundational prerequisite for all other individual and community transformations.
Valuing Lived Experience
The framework treats lived experience as invaluable expertise and compensates people equitably for it.
Sustainable Infrastructure Benefits
The framework anticipates that sustainable infrastructure will lower long-term costs and build lasting community assets.
Intergenerational Mentorship Impact
The model believes strong mentorship creates multiplier effects that spread positive change across generations.

Community Empowerment Model
Developed for pre-implementation review, this framework draws on lived experience, practice knowledge, and community engagement to show how the model works.
A Strategic Implementation Framework

This framework presents our asset-building approach to community empowerment. Arthur Agustín and the community would collaborate during a demonstration pilot to define financial mechanisms, participant contribution structures, and wealth-building pathways. The dollar amounts are illustrative examples for model review only.
Important: This framework states our vision and is not a formal agreement. Specific operational roles and institutional commitments would be set through separate written agreements, contingent on the implementation phase.
Our Community Empowerment Model turns resources and participant contributions into tangible assets, self-sufficiency, and generational wealth within Freedom Villages Regenerative Community (FVRC). It advances a just future with dignity, access to essential needs, and shared community stewardship. This framework will be refined through demonstration pilot implementation and community feedback.
Initial Investment
A $100 community investment provides the foundation for shared progress and asset growth.
Shared Community Asset
The initial investment becomes a $100 collective resource, building a base for sustainable community development.
Participant Contribution
$50 individual contributions strengthen communal ownership and investment in the future.
Generational Wealth & Ownership
Together, these actions generate $150 in lasting community assets and shared equity, breaking cycles of poverty and building a brighter future.
Pre-Implementation Timeline: Design Specs

This timeline presents a pre-implementation design grounded in lived experience, practice knowledge, and community engagement. It outlines projected pilot steps only and does not imply a confirmed schedule, formal partnerships, fiscal sponsorship, operational roles, or institutional commitments. Any implementation requires a mutually established written agreement.
1
Phase 1: Months 1-3: Foundation & Participant Engagement
  • Identify site options and key partnerships for Freedom Villages Regenerative Community (FVRC).
  • Complete feasibility studies and environmental reviews.
  • Map required permits and regulatory approvals.
  • Recruit, interview, and onboard the first participant cohort.
  • Launch foundational workshops on collective well-being and mutual support.
2
Phase 2: Months 4-6: Construction & Skill Building
  • Prepare the site and install core infrastructure for the inaugural Freedom Villages Regenerative Community (FVRC).
  • Construct modular homes and turn plans into tangible community assets.
  • Deliver certified workforce training, with a focus on green construction skills.
  • Integrate solar panels and water-harvesting systems into the build.
  • Advance the physical build-out of the Freedom Villages Regenerative Community (FVRC).
3
Phase 3: Months 7-9: Completion, Impact & Future Growth
  • Complete the initial modular homes.
  • Certify participants in green construction and workforce development.
  • Install and cultivate the regenerative farm as a shared local food source.
  • Test and optimize all integrated systems for efficiency and community benefit.
  • Collect data on social impact, economic opportunity, and community well-being.
  • Host a community open house and media tour to showcase achievements.
  • Develop advocacy points for scalable community development and social justice models.
  • Plan Phase 2 expansion and identify opportunities to replicate the Freedom Villages Regenerative Community model.
The Unity Protocol in Action: Marcus & Devon

These profiles present the designed participant experience, grounded in practice knowledge, lived experience, and community engagement. They are not actual participants or guaranteed outcomes.
Marcus and Devon are not separate stories. They are one clinical intervention: a Unity Protocol pair. This intergenerational pairing is designed to produce desistance through generativity for the adult and a protective-factor intervention for the youth. One pair. Two research tracks. One community.
To show Freedom Villages Regenerative Community (FVRC)' impact, we share two illustrative journeys. These stories show people rebuilding their lives, strengthening communities, and helping shape a sustainable future.
Marcus (Age 34) — The Lifer: Desistance Through Generativity
  • Age: 34.
  • Background: Released with $200 and a felony record, Marcus returned to custody within six months after falling into instability.
  • Goals: Marcus seeks an apprenticeship, journeyman certification, homeownership by Year 3, and a future as a mentor to new participants.
  • Unity Protocol Role: Lead Mentor — paired with Devon (TAY, age 22) under the Mandatory Intergenerational Pairing structure. Marcus's generative role is a clinical variable: his investment in Devon's success anchors his own desistance.
"Freedom Villages Regenerative Community (FVRC) offers a real chance to break the cycle. Starting with an apprenticeship, earning certification, and eventually owning a home will let me build a stable future and, crucially, help others on their journey."
Journey & Projected Outcomes:
  • Arrival: Instability after release and immediate challenges.
  • Integration: Apprenticeship, mentorship, and behavioral health support.
  • Ownership/Stability: Journeyman certification, homeownership, and a mentor role in the community.
  • Clinical Outcome: Structured generativity — mentoring Devon through pre-apprenticeship, the 90-day Radius Rule, and journeyman certification — is tracked as a predictor of Marcus's 24-month recidivism reduction.
Devon (Age 22) — The TAY: Protective Factor Intervention at the Highest-Risk Window
  • Age: 22.
  • Background: Justice-involved TAY (Transition-Age Youth), Devon aged out of foster care at 18 with a juvenile record and no stable housing, employment, or safety net.
  • Goals: Devon aims to join a pre-apprenticeship program, connect with behavioral health services, and build a path to housing stability.
  • Unity Protocol Role: Apprentice — paired with Marcus (Lifer, age 34) under the Mandatory Intergenerational Pairing structure. Devon is in the highest-risk window for carceral entrenchment (ages 18–25). Marcus is his lived-experience protective factor.
"Having aged out of every system, Freedom Villages Regenerative Community (FVRC) is the first place that feels like a real opportunity. The pre-apprenticeship and support for my well-being are giving me the tools to build a stable life and a future I can believe in."
Journey & Projected Outcomes:
  • Arrival: Justice-involved and homeless after aging out of support systems.
  • Integration: Pre-apprenticeship, mentorship, and behavioral health support.
  • Stability: Housing stability and a clear path for personal and professional growth.
  • Clinical Outcome: The pairing with Marcus provides the stability, accountability, and mentorship that research identifies as the strongest protective factor against long-term system involvement (Courtney et al., 2011). Devon's 12- and 24-month recidivism outcomes are a primary research variable.
Marcus and Devon are the Unity Protocol. Their pairing is not a program feature — it is the clinical architecture. One intervention. Two cohorts. Double the social return.

Illustrative stories drawn from common reentry and system-involvement experiences — not real individuals.

Research Note: The Marcus-Devon pairing generates two simultaneous data streams — adult desistance/generativity outcomes and TAY protective-factor outcomes — within a single, cost-efficient pilot. This is the scholarly contribution: no existing peer-reviewed study has evaluated this dual-cohort intergenerational model inside a co-designed, regenerative housing community.
SECTION 7
No single organization ends mass incarceration. The right coalition does.
Partners, Systems & Coalition Architecture
This section maps the partnerships, systems integrations, and coalition infrastructure that make FVRC not just a program — but a movement.

Budget Clarity: Key Considerations for Our Pilot
All figures below are initial estimates for our 2-unit demonstration pilot and do not represent final commitments. Community input and feasibility analysis will refine them. This budget applies to the pilot phase only and does not reflect the full-scale development of future Freedom Villages Regenerative Community (FVRC).
Pilot Budget: Allocation & Integrity
The pilot budget is $824,500 — a practice-informed estimate reflecting 2026 Los Angeles market rates and FVRC's participant-built construction model. Because participants build the homes themselves as part of vocational training, labor costs are embedded in the program, not billed as a separate construction line item. That is the model's structural cost advantage. All figures are initial estimates subject to CPA review and community governance approval before implementation.
Budget Allocation
  • Construction and materials: materials only — labor is participant-provided; approximately $540,000
  • Participant stipends: approximately $56,500
  • Staff and operations: approximately $186,500
  • Training and vocational support: approximately $40,000
  • Contingency reserve: approximately $1,500
Financial Safeguards
  • Independent CPA as Fiscal Oversight Officer
  • Community governance committee approves all major expenditures
  • Quarterly financial reporting
  • No funds released without dual authorization
  • Full audit trail maintained

WHY THESE FIGURES ARE BELOW STANDARD MARKET RATES: A fully contractor-installed modular ADU in Los Angeles in 2026 costs $278,000–$352,000 per unit (Abodu, 2026; Angi, 2026). FVRC's construction budget reflects materials costs only because participants build the homes as part of their 12-month Community Builder Certificate Program. This is not a budget shortcut. It is the model. The labor is the training. The training is the program. The program is the community.

Every dollar is tracked. Every decision is documented. The community holds the keys.
How the $18,000/Participant Cost Estimate Was Derived
The $18,000 per-participant annual cost estimate is a pre-implementation design specification calculated as follows:
  • Total 2-unit demonstration pilot budget (estimated): ~$244,000 for Year 1
  • Divided by 12 participants across 2 cohorts (6 per cohort)
  • = ~$18,000 per participant per year
Budget components include:
  • Modular home materials and construction supplies (~$90,000 for 2 units)
  • Site preparation and utilities (~$34,000)
  • Program operations: Unity Protocol facilitation, coordination, administration (~$45,000)
  • Participant stipends and living support (~$41,000 across 12 participants)
  • Research and evaluation (IDM, instruments, data management) (~$23,000)
  • Contingency reserve (10%) (~$11,500)

These figures are initial design specifications subject to revision through community input, feasibility analysis, and formal budget development. They establish a cost-per-participant benchmark for comparison only. The final budget will be developed with independent CPA oversight. Note: Per-participant cost reflects materials, operations, and support — not contractor labor, which is replaced by participant-led construction under licensed supervision.
Pre-Implementation Budget Specifications
Our pilot budget of approximately $824,500 reflects 2026 Los Angeles market rates for materials, infrastructure, staffing, and operations, adjusted for FVRC's participant-built construction model. Because participants construct the homes as part of vocational training, contractor labor is not a separate budget line. This is the model's structural advantage: the labor IS the training.
This document presents potential allocations. No formal fiscal sponsorship, operational role, or institutional commitment is implied without a separate written agreement.
A Detailed Look: Resource Allocation for Sustainable Futures
This section provides a line-item overview of the preliminary budget. Allocations prioritize shared community assets and long-term empowerment within Freedom Villages Regenerative Community (FVRC).
This ~$824,500 budget supports 6 participants over a 12-month program. The support spans four key areas:
  • Housing Infrastructure: $361,500 reflects 2026 LA materials costs; contractor labor is replaced by the participant-built construction model
  • Skills Training & Staffing: $127,000 — fractional FTE staff; full-time equivalents scale with cohorts
  • Direct Participant Support: $39,500 provides essential assistance and growth opportunities.
  • Sustainable Farming Systems: $34,000 funds innovative farming solutions that promote food security and environmental stewardship.
  • Operational Costs: $70,500
Ensuring Fiscal Responsibility: Practice-Informed Projections & Benchmarking
The cost projections and benchmarking are grounded in rigorous data:
  • Modular Housing Data: Unit estimates draw on current 2026 data from leading industry providers, reflecting market standards for cost-effective, sustainable housing within Freedom Villages Regenerative Community (FVRC).
  • Community Infrastructure Costs: Site preparation, utility connections, solar, and water/waste projections align with 2026 industry-standard construction cost data.
  • Skill Development Wages: Staff and participant support compensation is benchmarked against 2026 government labor statistics to ensure fair remuneration.
  • Replicable Community Models: The budget structure aligns with comparable successful programs and supports effective resource use and collective well-being.
Comparative Impact: A Powerful Overview
Freedom Villages Regenerative Community (FVRC): $137K per Participant
This one-time, 12-month investment includes housing asset creation and supports holistic community empowerment and self-sufficiency. It enables sustainable reintegration and belonging within Freedom Villages Regenerative Community (FVRC), yielding lasting societal benefits.
Incarceration: $80K Annual Cost per Individual
This ongoing expenditure yields limited long-term societal outcomes and creates no asset. It perpetuates cycles of poverty and societal disengagement, failing to create genuine opportunities or contribute to collective well-being.

2026 MARKET BENCHMARKS USED IN THIS BUDGET: Modular/ADU units: Abodu (2026), Angi (2026), Conex Modular (2026) | Solar: Clean Energy Connection CA (2025), EC Renewables LA (2025) | Site prep/grading: California Home Costs (2026) | Staff salaries: PayScale LA Nonprofit (2026) | Septic/water: CostOf.Homes LA (2026)
This comparison highlights the long-term social and economic benefits of supporting Freedom Villages Regenerative Community (FVRC). The demonstration pilot shows how collective investment can build stronger, more resilient communities and brighter futures for participants as potential collaborators and owners. For further details on this vision, please contact Agustin, USC MSW candidate, at [email protected].
SROI METHODOLOGY — WSIPP + RAND FRAMEWORK
Social Return on Investment: $4–$5 per $1 Invested
The $4–$5:1 SROI range is not a feel-good estimate. It comes from WSIPP benefit-cost methodology applied to evidence-based reentry programs (Aos et al., 2006; WSIPP, 2024) and Vera Institute corrections cost analysis (Mai & Subramanian, 2017; $182B corrections-only baseline). Every component traces to a named source.
—
$182B+
Annual corrections system cost (Vera Institute, 2017); $445B+ when policing & the full system are included (Prison Policy Initiative, 2026)
—
$4–$5:1
Social return on every dollar invested in FVRC
—
67.8%
Average recidivism rate without intervention
—
$127,800
Annual cost to incarcerate one person in California (CDCR, 2025–26 enacted budget, CA Legislative Analyst's Office)
Where the SROI Comes From
SROI Value Drivers
Avoided Costs
Reduced incarceration, emergency housing, and social services spending
Economic Gains
Wages earned, taxes paid, homes built, union apprenticeship hours logged
Intergenerational Value
Breaking the cycle: TAY participants who do not reoffend represent 40+ years of avoided system costs
California spends $127,800 per year to incarcerate one person (CA LAO, 2025–26). The national median is $64,865. The federal BOP rate is $44,090 (FY2023). FVRC's community-building model inverts this math. It is a conservative, methodology-grounded projection derived from the same framework used by the Washington State Institute for Public Policy.
FINANCIAL REFRAME
We are measuring the wrong outcome. We track recidivism. We should track wealth.
The Wealth Reframe: What Success Looks Like
Every reentry program measures recidivism. FVRC measures wealth. This is not a semantic difference. It is a paradigm shift.
WHAT WE TRACK NOW:
  • Recidivism rate
  • Days without reoffending
  • Program completion
  • Employment at 90 days
WHAT WE SHOULD TRACK:
  • Net worth at 1 year
  • Equity stake in housing
  • Intergenerational wealth transfer
  • Tax contributions
  • Community governance participation
A person who does not reoffend but remains poor has not been liberated. They have been managed. FVRC is not in the management business.
The measure of a just society is not how few people it incarcerates. It is how many people it makes wealthy. FVRC is the first reentry model built around that metric.
Financial Integrity: CPA Oversight & Fiscal Controls
An independent Certified Public Accountant (CPA) serves as Fiscal Oversight Officer for the Freedom Villages Regenerative Community (FVRC) demonstration pilot, enforcing a clean separation between operations and financial accountability. This independent licensed professional handles all fiduciary functions, not program leadership.
1
Sound Financial Governance
  • The independent CPA maintains all financial records under Generally Accepted Accounting Principles (GAAP).
  • The CPA classifies costs as direct or indirect for precise impact measurement.
  • Structured depreciation schedules are maintained by the CPA.
  • Operating and capital expenses are separated and reported independently from program operations.
2
Credible & Transparent Costing
  • Construction cost estimates are benchmarked against RSMeans Construction Cost Data 2024 and Factory OS pricing.
  • Local labor costs are referenced from Bureau of Labor Statistics (BLS) data.
  • Training costs align with labor organization standards and OSHA certification fees.
  • Administrative benchmarks follow Guidestar nonprofit standards, verified independently by the CPA.
3
Rigorous Financial Controls
  • Monthly budget variance reports are produced by the CPA and sent directly to the Advisory Board Council, USC representative, and Amity Foundation, independent of program leadership.
  • Quarterly financial reviews are conducted by the CPA with the independent oversight committee.
  • Annual independent audits verify financial health.
  • A contingency fund (10% of total budget) is maintained under CPA stewardship.
4
Why the Separation Matters
The Founder serves as Executive Director, responsible for program vision, community relationships, and operational leadership. The independent CPA serves as Fiscal Oversight Officer, responsible solely for the integrity of the financial record. These roles are structurally separate. No financial disbursement occurs without CPA certification. This institutional-grade firewall protects participants, partners, and funders alike. The independent CPA also holds a formal seat on the Advisory Board Council (ABC), embedding financial oversight in governance, not just operations.

Note: This document presents a pre-implementation design and projections for a demonstration model under an independent CPA oversight structure. It outlines the resource framework only. It does not imply formal partnership, fiscal sponsorship, operational roles, or institutional commitments, which would need to be established through a separate written agreement.
Budget Governance & Decision-Making
Fiscal Stewardship for Freedom Villages Regenerative Community (FVRC)

This framework is a comprehensive budget governance blueprint. Its formal structures, roles, and decisions are established through direct community leadership and explicit partnership agreements. No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied without a separate written agreement.
For the demonstration pilot, community leaders set budget priorities. An independent CPA then converts those priorities into a transparent, audit-ready working budget, using projections from comparable programs to test feasibility, risk, and ethical alignment. No external entity or partner approves or controls the budget; support decisions are made independently based on alignment with the blueprint and mission.
1
Community Leadership: Priorities & Scope
Role: Ultimate Decision-Makers for Community Needs
  • Individuals with lived experience and key community stakeholders identify:
  • The most impactful activities and interventions for the demonstration pilot.
  • A realistic and meaningful scale for each initiative.
  • The essential versus supplementary support required for success.
  • Community leadership holds primary authority over budget priorities, ensuring allocation reflects their vision, not just line items.
2
Independent CPA: Fiscal Preparation & Accountability
Role: Fiscal Preparation, Transparency, and Accountability
The independent CPA — not program leadership — translates community priorities into a detailed, defensible, phased working budget; ensures proposed costs are reasonable and aligned with nonprofit accounting standards; produces monthly audit-ready financial reports for the ABC, USC, and Amity Foundation; and certifies all financial disbursements before funds are released.
Key Principle: The CPA operates independently of the Founder’s operational leadership role. Financial records, disbursements, and compliance reports are maintained and certified by the CPA, creating a paper trail structurally separate from operational decision-making.
3
Advisory Input: Expertise & Guidance
Role: Independent Review for Risk, Feasibility, and Ethical Standards
Advisory input from specialized consultants (e.g., workforce development, construction, evaluation) helps us:
  • Identify and correct unrealistic assumptions in the draft budget.
  • Flag compliance, safety, or ethical concerns.
  • Identify cost efficiencies and improved sequencing.
Crucially, advisors provide recommendations but do not have authority to approve or "own" the budget.
4
Partners: Independent Support Decisions
Role: Solely to Decide on Financial Support
  • They do not participate in budget design or construction.
  • They do not control the program's scope or objectives.
  • Their decision is limited to supporting all, part, or none of the proposed demonstration pilot budget.
  • Any grant conditions are integrated only with community approval.
Clarification: Partners choose whether to fund a meticulously developed budget; they do not ratify or govern it.
Demonstration Pilot: An Agile Budget Approach
The demonstration pilot budget is a practice-informed design with projections, presented for discussion and refined by the Founder after extensive community review. The approach is:
Exploratory & Iterative
We test assumptions and integrate lived experience to validate and adapt the approach to real-world needs.
Adaptive & Responsive
We keep the process open and iterative, adjusting to stakeholder input and emerging community needs.
Strategically Phased
The budget is designed to scale appropriately and sustainably across the 12-month pilot.
Flexible & Adjustable
We respond to new learning, changing circumstances, and direct community feedback for optimal impact.
This governance framework protects community autonomy, safeguards institutional integrity, and supports transparent decision-making throughout the Freedom Villages Regenerative Community (FVRC) initiative.
Managing Risks for FVRC
FVRC succeeds through proactive risk management. Every risk named here has a structural response — not a hope, not a plan to make a plan, but a binding protocol.
Graduated Response Protocol
Peer mediation comes first, followed by an ABC review if needed. Housing continuity is guaranteed regardless of program exit.
ABC Firewall and Independent Oversight
The ABC Firewall holds binding override authority. An Independent Data Monitor, not on the founder’s payroll, and the USC DSW committee provide oversight.
Reserve and Diversification Requirements
A 6-month operating reserve is required before launch. The model must have at least 3 diversified funding sources, with no single-funder dependency.
Redundant Site Strategy
Three site options remain in active development. CLT partnership serves as backup, and lease-to-own is available as an interim strategy.
Evidence Over Outcome Protection
The Independent Data Monitor publishes regardless of outcome. Negative findings go to peer review, and the model is revised from evidence, not abandoned.
Backup Pathways Built Into the Model
Each partnership is a proposed design specification, not a single point of failure. Alternative credentialing pathways such as MC3 and OSHA are built in as backup.
Our Plans for Unexpected Challenges
Even with careful planning, unexpected situations can arise. Here's how the pilot is prepared to respond to key scenarios:
Budget Overrun Scenarios
Scenario 1: Construction costs exceed budget by 10-15%
  • Initial housing capacity drops from 6 units to 5 while all support services stay intact.
  • Additional donations of construction materials will be sought to offset costs.
  • The construction timeline may extend by about 4 weeks to reduce labor costs without compromising quality.
  • The program will continue as planned, with lower housing capacity but no change to participant experience.
Scenario 2: Construction costs exceed budget by 15-25%
  • Phase 1 will shift to 4 units, serving 4 participants, including 2 mentors and 2 participants.
  • The core pilot will stay intact while its initial size is reduced.
  • Savings will be redirected to strengthen evaluation and documentation for Phase 2.
  • Phase 2 planning will accelerate in response to reduced Phase 1 capacity.
Scenario 3: Adjusting for a projected budget variance
  • The pilot will begin with 4 participants instead of 6.
  • Essential housing construction and core mentorship programs will be prioritized.
  • The contingency fund will drop from 10% to 5% to optimize immediate resources.
  • Agricultural systems will be delayed until Phase 2.
  • Community governance and the evaluation framework will be fully maintained.
Participant Recruitment Scenarios
Scenario: Slower than expected participant recruitment
  • Recruitment will extend by up to 2 months.
  • Community organizations will be added to broaden outreach.
  • The project timeline will adjust as needed while maintaining program quality.
  • The extra time will also support participant preparation and community-building.
Scenario: A participant leaves the program mid-cycle
  • Remaining participants will receive immediate check-ins.
  • The Community Circle will review the situation, identify root causes, and suggest improvements.
  • A qualified replacement will be recruited if timing permits and fits program goals.
  • All lessons learned will be documented for future cohorts.
  • The departing participant will receive transition support and referrals.
Site Selection Scenarios
Scenario: Our primary site becomes unavailable
  • One of three pre-vetted backup sites in South LA will be activated.
  • The Community Circle will review and approve the alternative site.
  • The transition may add 4-6 weeks to the timeline.
  • All other program components and services will continue without interruption.
Backup site criteria:
  • Located within a 3-mile radius of the primary location to maintain community connections.
  • Meets identical zoning and infrastructure requirements.
  • Easily accessible by public transportation.
  • Requires full community approval before activation.
Partnership Scenarios
Scenario: A proposed partner organization declines to participate
  • Alternative organizations in the same sector will be pursued.
  • The Community Circle will assess the impact and decide whether to proceed without that partnership.
  • Program components will be adjusted as needed.
  • Community control and core program integrity will be maintained.
Scenario: The community rejects proposed partnerships
  • The community's decision will be respected and acted on immediately.
  • Alternative partners that better align with community priorities and values will be identified.
  • The project timeline will be adjusted to develop new partnerships carefully.
  • Collaborations will proceed only with full community approval.
External Factor Scenarios
Scenario: An economic downturn affects resource availability
  • Diverse resource streams will be designed, including individual contributors, impact investors, and philanthropic foundations.
  • The cost savings and social Return on Investment (ROI) built into the model will be emphasized.
  • Phased implementation will be used, with each stage able to progress independently.
  • Core program integrity and impact will be maintained even if initial scale must be adjusted.
Scenario: Policy or regulatory changes affect housing development
  • A legal review will be conducted and any required compliance adjustments will be made.
  • Policy advocates will be engaged to address emerging barriers.
  • The housing model will be adjusted if needed while maintaining dignity, quality, and sustainability standards.
  • All barriers will be documented to support advocacy and policy change.
Our Decision-Making Framework for Contingencies
This section follows a clear and transparent process for unexpected situations:
  • The Community Circle meets within 48 hours of an identified risk.
  • All viable options and their potential community impact are presented.
  • The community democratically votes on the preferred approach.
  • The decision is implemented with transparent, consistent communication to all stakeholders.
  • The decision and outcomes are documented to support continuous learning.
Our Unwavering Commitments:
  • Upholding community decision-making as the cornerstone of our model.
  • Ensuring participant dignity and fair compensation without compromise.
  • Maintaining the highest housing quality and sustainability standards.
  • Fostering authentic and impactful mentorship relationships.
  • Practicing transparent and open communication with all stakeholders at every stage.

A model that plans for failure is more credible than one that promises success.
SECTION 10
Evidence & Resources
Every claim is grounded. Every projection is sourced. Every limitation is named.
This section grounds every claim in peer-reviewed research, documented program outcomes, and a full reference library — the scholarly backbone of Freedom Villages Regenerative Community (FVRC). It consolidates the evidence base, practical comparators, and implementation materials supporting the model.
📚 14+ Peer-Reviewed Sources
Cover recidivism, housing, trauma, self-governance, CBPR, and theory. All APA 7th edition.
🔬 5 Named Instruments
PCL-5, PHQ-9, GAD-7, UCLA Loneliness Scale, AUDIT-C. Each validated and cited to its original publication.
🏛️ 5 Comparable Programs
Delancey Street, Homeboy Industries, CEO, The Doe Fund, Bard Prison Initiative. Cited only as independent research references.
The evidence section is not a bibliography. It is a chain of accountability — from every claim in this document back to a named, accessible source.
Research Literature & Shaping Our Design

Freedom Villages Regenerative Community (FVRC) draws on published research and documented outcomes from independent organizations and programs listed below. They appear here only as research references and hypothetical comparators; no affiliation, partnership, endorsement, or institutional commitment is implied unless confirmed in writing. Projections draw on peer-reviewed literature and comparable program data, and will be tested through systematic evaluation during pilot implementation.
Peer-Reviewed Research
(Cited throughout this document)
Aos et al. (2006) — WSIPP evidence-based corrections cost-benefit analysis
Durose et al. (2014) — BJS 30-state recidivism study (NCJ 244205)
Mai & Subramanian (2017) — Vera Institute prison spending analysis
Maruna (2001) — Desistance and redemption scripts
Herman (1992) — Trauma and recovery framework
van der Kolk (2014) — Neurobiological basis of trauma
Ostrom (1990) — Self-governance of common resources (Nobel Prize, 2009)
Davis (2010) — Community land trust model
Israel et al. (2005) — CBPR methodology
Deci & Ryan (1985) — Self-determination theory
Bandura (1977) — Social learning theory
Erikson (1950) — Generativity and human development
Comparable Organizations
(Cited as independent research references only — no affiliation or endorsement implied)
Delancey Street Foundation (San Francisco, est. 1971)
Homeboy Industries (Los Angeles, est. 1988)
Center for Employment Opportunities (New York, est. 1996)
The Doe Fund (New York, est. 1985)
Bard Prison Initiative (New York, est. 1999)
Full APA citations appear in the References card. Every organization is cited solely as a research reference. No partnership, affiliation, or endorsement is implied or claimed.
SECTION DIVIDER
Path Forward
The design is complete. The evidence is grounded. Who will build it?
Expansion Roadmap
The demonstration pilot is not the destination. It is the proof of concept that makes replication inevitable.
1
YEAR 1 — Demonstration Pilot
2 units. 6 participants. Los Angeles County. Proof of concept.
2
YEAR 2 — Cohort Cascade
4 units. 12 participants. Model validated. Research published.
3
YEAR 3 — County Replication
3 sites across LA County. 36 participants. Policy pathway established.
4
YEAR 5 — California Scale
10 sites. 120 participants. State funding secured. CDCR partnership formalized.
5
YEAR 10 — National Model
50 sites. 600 participants. Federal replication blueprint published. The Delancey Street of the 21st century.

No formal partnership, fiscal sponsorship, operational role, or institutional commitment is implied unless established through written agreement.
Every replication starts with one proof of concept. This is it.
Our Path to Self-Sustainability
FVRC is built to outgrow funders. That is the model.
01
PHASE 1 (Year 1)
Grant-funded. Demonstration pilot. 100% external funding.
02
PHASE 2 (Year 2–3)
Hybrid model. Grant funding, participant labor value, and modular home sales to external buyers.
03
PHASE 3 (Year 4–5)
Majority self-funded. Community Builders Union generates contract revenue. Participants become licensed contractors.
04
PHASE 4 (Year 6+)
Self-sustaining. Construction contracts, food production, and energy savings fund operations. External grants become optional.

The goal is not to be a good nonprofit. The goal is not to need one.
Self-sustainability is not a financial goal. It is a sovereignty goal. FVRC is designed to be free.
ECONOMIC SUSTAINABILITY MODEL — PRE-IMPLEMENTATION DESIGN
The Community Builders Union (CBU)
All projections and economic models on this card are pre-implementation design specifications. Outcomes remain untested.
The CBU is FVRC’s economic engine. It turns a reentry program into a self-sustaining community enterprise.
Construction Contracts
Graduates bid on external modular home contracts. Revenue returns to the community.
Trade Credentials
Every graduate is a licensed, union-certified tradesperson. Portable career. Living wage.
Equity Ownership
Graduates own equity in the homes they built. The first asset in their family.
Mentorship Revenue
Senior cohorts are paid to train junior cohorts. Teaching is a job.
The CBU does not produce workers. It produces Owner-Operators — people who build, own, and govern the economy they live in.
WEALTH-BUILDING ARCHITECTURE
The Equity Buy-Back & Success Grant
Most reentry programs end with a handshake and a bus ticket. FVRC ends with a deed.
01
SEMESTER 1–2
Participants earn sweat equity through construction labor. Every hour is documented. Every hour counts.
02
SEMESTER 3–4
The equity stake is formalized. The participant becomes a co-owner of the home they built.
03
GRADUATION
A Success Grant is issued — a portable financial asset the participant keeps whether or not they stay in the community.
04
YEAR 2+
Equity grows with the home. The participant can sell their stake at a capped price, preserving affordability for the next resident.
05
GENERATIONAL
Equity can transfer to children. The first wealth in the family.
Closing Principle
This is not a housing program. It is a wealth-transfer mechanism disguised as a reentry intervention. That is the design.
COMMUNITY LAND TRUST FRAMEWORK — PERMANENT AFFORDABILITY BY DESIGN
FVRC × CLT: Permanent Affordability, Portable Wealth
"The land belongs to the community forever. The home belongs to the resident. That is the CLT promise — and the FVRC promise."
WHAT THE CLT GUARANTEES
  • Land held in trust — permanently
  • No displacement. Ever.
  • Resident equity grows with the home
  • Resale price capped to preserve affordability
  • The community cannot be gentrified out of existence.
WHAT THE RESIDENT GETS
  • Equity stake in the home from Day 1
  • Portable wealth — the equity goes with them if they leave
  • No mortgage required
  • Homeownership without the barriers
  • Generational wealth transfer — the first in their family.
Most affordable housing keeps people housed. CLT keeps them wealthy. That is the difference between a program and a legacy.
EVIDENCE-BASED PROJECTIONS — PILOT YEAR 1
Evidence Supports the Projections
All projections are design specifications grounded in peer-reviewed research and documented outcomes from comparable programs. They are not guarantees. They are the targets the pilot is designed to test.
60–70%
Reduction in recidivism
vs. 50%+ state average
$4–$5
SROI per $1 invested
Social return on investment
6 → 2
Participants to homeowners
Phase 1 projection
$0
Energy bills
Via solar/V2G design
What Each Projection Is Built On
60–70% Recidivism Reduction
Homeboy Industries documents a ~70% reduction from the LA County baseline. Delancey Street documents a 90%+ crime-free rate over 50 years. FVRC projects conservatively, combining residential stability, union employment, and peer accountability (Unity Protocol) in one integrated model. Source: Leap Ambassadors Foundation (2018); Silbert & Porporino (2002).
$4–$5 Social Return on Investment
RAND's meta-analysis of 58 studies (260,000+ participants) documents a $4–$5 return per $1 invested in correctional education. WSIPP's cost-benefit framework consistently documents $3–$6 returns for reentry programs. California's $127,800/year incarceration cost (CDCR, 2023) amplifies the multiplier above national averages. Source: Davis et al. (2013), DOI: 10.7249/RR266; WSIPP Benefit-Cost Results.
6 Participants → 2 Homeowners (Phase 1)
Phase 1 targets 2 of 6 co-designers reaching the 10% trust threshold and deed conversion within the 12-month pilot window. The remaining 4 continue building equity toward Year 3–5 ownership. This is a conservative projection. Delancey Street's model produces 90%+ housing stability at program exit. Source: Resident Trust Fund design specifications; Silbert & Porporino (2002).
$0 Net Energy Cost
Rooftop solar + Vehicle-to-Grid (V2G) integration + rainwater capture eliminate utility bills. DOE Solar Energy Technologies Office (2023) documents 40–70% energy cost reduction from residential solar alone. V2G integration adds grid revenue. FVRC targets net-zero energy cost by Month 6 of operations. Source: U.S. DOE SETO (2023); NREL V2G Integration Studies (2022).
The Conservative Discount
Every Freedom Villages Regenerative Community (FVRC) projection applies a first-pilot conservative discount relative to comparable programs. If the model performs at 60% of Delancey Street's documented rate, every projection holds. The pilot is designed to test — and exceed — these targets.

These Are Not Aspirations. They Are Benchmarks. Delancey Street has already achieved 90%+ job retention. Homeboy Industries has already achieved ~15% recidivism in Los Angeles. RAND has already documented $4–$5:$1 returns. FVRC is not asking you to believe in an untested idea. It is asking you to invest in replicating what already works — in the community that needs it most.
IMPLEMENTATION ROADMAP — 3-PHASE BLUEPRINT
Implementation Blueprint: Design, Projections, and Pilot Execution
This blueprint establishes a clear, transparent process to test program effectiveness and advance community thriving. Each phase builds toward measurable progress.
Phase 1: Design Detailing & Pilot Planning (Current Phase — Q1 2026)
Timeline: Quarter 1 (3 months) YOU ARE HERE
  • Milestones:
  • Month 1: Arthur Agustín presents the program design for stakeholder review.
  • Month 2: Stakeholder feedback is incorporated and the program design is refined.
  • Month 3 (Weeks 1-2): Program details and data-gathering methods are developed for the pilot.
  • Month 3 (Week 3): Pilot success metrics and the impact framework are finalized.
  • Key Deliverables:
  • Program design ready for implementation.
  • Detailed pilot plan with defined metrics.
  • Established pilot success metrics and scope.
  • Finalized data gathering tools and methodologies.
Phase 2: Pilot Implementation & Data Gathering (Months 4–19)
Timeline: Months 4-19 (16 months)
  • Milestones:
  • Month 4: Initial program components launch and staff are trained on data-gathering protocols.
  • Month 5: The site is prepared and data-gathering tools are deployed.
  • Month 6-7: Participant enrollment begins.
  • Months 8-10: Housing construction begins; initial participants join the build process.
  • Months 11-13: First units are completed; community spaces open; participants move in.
  • Months 14-19: Ongoing operations continue, data is gathered, and early progress is monitored.
  • Key Deliverables:
  • Program components implemented and operational.
  • Site ready and utilized as planned.
  • Comprehensive data sets collected and organized.
  • Initial progress reports on program activities.
  • All participants engaged in programming.
Phase 3: Impact Analysis & Refinement (Months 20–31)
Timeline: Months 20-31 (12 months)
  • Milestones:
  • Month 20: A 12-month outcomes review is conducted against established metrics.
  • Month 22: Stakeholders review initial results and share feedback.
  • Month 24: All collected data is analyzed and the impact report is drafted.
  • Month 26: Findings are presented to key stakeholders for final review.
  • Month 28: The impact report and recommendations are finalized.
  • Month 30: Recommendations for future iterations and scaling are prepared.
  • Key Deliverables:
  • Comprehensive data analysis report.
  • Detailed outcomes review against pilot success metrics.
  • Final Impact Report.
  • Documented lessons learned and best practices.
  • Recommendations for future program development and scaling strategies.
Success at Every Gate
Phase 1 Gate: Design Locked
Stakeholder-reviewed program design. IRB framework drafted. Pilot metrics finalized. Site partner LOI secured. Advisory Board Council seated.
Phase 2 Gate: Proof of Concept
2 units built by participants. 6 co-designers housed and employed. Union apprenticeship enrollment confirmed. Trust fund accounts active. Zero safety incidents under Unity Protocol.
Phase 3 Gate: Publication-Ready Evidence
Mixed-methods evaluation complete. Peer-reviewed findings submitted. Replication toolkit published. CDCR policy brief delivered. Year 2 expansion funding secured.
Connect With Us

Ready to Partner?
Arthur Agustín | Founder, Freedom Villages Regenerative Community (FVRC) | USC MSW Candidate Email: [email protected] Phone: +1 (510) 206-1521 Subject lines: Site Partnership | Funding Partnership | Research Partnership
DSW COMMITTEE · POLICY STAKEHOLDERS · COMMUNITY PARTNERS
Freedom Villages Regenerative Community (FVRC) FAQs
Every hard question answered. No deflection. No spin.
Is this a conflict of interest — the founder studying his own program?
Yes — and it is structurally mitigated. Independent Data Monitor. ABC Firewall. USC oversight. The safeguards are binding, not procedural.
What if the model doesn't work?
The IDM publishes the findings regardless. Negative results are submitted for peer review. The model is revised. The field learns.
How is this different from existing reentry programs?
No existing program integrates community governance, self-build housing, intergenerational mentorship, union apprenticeship, and doctoral research in a single intervention.
What is the actual cost?
$18,000 per participant per year. $45,000 is the cost of the alternative.
What happens if a participant reoffends?
Graduated response protocol. Housing continuity guaranteed. The model does not punish people for being human.
Is this replicable?
Yes. The Unity Protocol is manualized. The CLT framework is transferable. The research design is documented. That is the point.

If your question is not here, ask it. FVRC does not avoid hard questions. It is built on them.
CBPR METHODOLOGY — COMMUNITY CO-DESIGN
Community as Co-Researcher: The CBPR Foundation of FVRC
FVRC does not study the community. The community builds it — and co-owns the research. This approach is grounded in Community-Based Participatory Research (CBPR) methodology (Israel et al., 2005; Minkler & Wallerstein, 2008).
01
STEP 1 — COMMUNITY DEFINES THE QUESTION
Participants co-design the research questions. The community decides what matters.
02
STEP 2 — COMMUNITY COLLECTS THE DATA
Participant-authored field notes. Governance meeting records. The data belongs to its source.
03
STEP 3 — COMMUNITY INTERPRETS THE FINDINGS
Member-checking. Participants review and validate qualitative findings before publication.
04
STEP 4 — COMMUNITY OWNS THE RESULTS
Data sovereignty. Findings cannot be published without community consent. The community retains the right to withdraw data.
05
STEP 5 — COMMUNITY DRIVES THE CHANGE
Research findings improve the model — not an external audience.

CBPR is not a methodology. It is a power-sharing agreement. FVRC takes it seriously.
SECTION 9
Collaboration that Drives Impact
No single organization ends mass incarceration. The right coalition can.
FVRC is an open architecture: every partner slot has a named function, a defined deliverable, and a structural role in the model. This is not charity. It is co-investment in a system that works.
CDCR & DAPO
Building Trades (NABTU)
LA County / LAHSA
USC Dworak-Peck
PARTNER COMMITMENTS — LETTERS OF SUPPORT FRAMEWORK

Letters of Support & Partner Commitments: Closing the Credibility Loop

"A model with no partners is a vision. A model with committed partners is a plan. FVRC is a plan." Current Status: No formal letters of support have been received as of the date of this document. This card describes the partner categories FVRC is actively cultivating and the framework for formalizing those commitments. Letters of support are being solicited concurrent with DSW capstone submission. 🏛️ ACADEMIC PARTNERS USC Suzanne Dworak-Peck School of Social Work (DSW capstone oversight) | USC Phi Alpha Honor Society (peer validation) | Independent research collaborators for IDM role ⚖️ GOVERNMENT PARTNERS CDCR/DAPO (warm handoff protocol) | LA County LAHSA (coordinated entry integration) | LA County Measure H (funding alignment) 🏗️ WORKFORCE PARTNERS NABTU-affiliated building trades unions (apprenticeship pathway) | MC3 Construction Training (certification program) | Local contractors (employment pipeline) 🌱 COMMUNITY PARTNERS Community Land Trust organizations (CLT framework) | Reentry service providers (referral network) | Faith-based organizations (community support) Letters of support are not endorsements. They are commitments. FVRC is building the coalition that makes this model inevitable.

PARTNERSHIP PIPELINE ACTIVE
FOUNDING PARTNER OPPORTUNITIES AVAILABLE
COALITION IN FORMATION
Voices of Support: Advisory & Community
Illustrative Community Perspectives
These reflections capture the kinds of responses FVRC has received from community members, practitioners, and advocates during informal consultations. They are illustrative composites, not attributed quotes from named individuals. No one is quoted without explicit consent. These are not endorsements.

Note: These reflections are illustrative composites drawn from common perspectives shared by community leaders, reentry practitioners, and formerly incarcerated advocates. They are not verified testimonials from named individuals and are presented in the same spirit as the illustrative participant profiles elsewhere in this document.
"What sets this model apart is simple: it doesn't ask formerly incarcerated people to prove they deserve a second chance. It gives them the tools to build one."
- Illustrative perspective, reentry practitioner
"The intergenerational pairing is the breakthrough. Adults who mentor youth don't just support the youth — they heal themselves. That's the research. That's what I've seen in the field."
- Illustrative perspective, social work educator
"I've seen a lot of reentry programs. Most help people survive. This one is built to help people own something. That's different."
- Illustrative perspective, community organizer
Formal letters of support are being solicited. These perspectives reflect the spirit of those conversations.
Independent Advisory Committee
The Founder is forming an independent Advisory Committee to strengthen community governance and guide the work.
Community Leadership & Lived Experience (4-5 members)
  • Formerly incarcerated community leaders
  • Grassroots organizers from target neighborhoods
  • Family members of justice-impacted individuals
  • TAY communities
Specialized Technical Expertise (3-4 members)
  • Experts in sustainable housing and construction
  • Seasoned workforce development professionals
  • Specialists in public health and trauma-informed care
  • Community-based research scholars focused on justice equity
Key Principles Guiding Advisory Roles:
  • Compensated Expertise: Advisors receive fair compensation for their time and specialized knowledge.
  • Community-Led Selection: Advisors are selected through a transparent, community-led process.
  • Accountability & Oversight: Advisors remain accountable to the Community Circle and its priorities.
  • Power-Sharing Commitment: Advisors advise and inform; they do not make executive decisions.
Ideal Advisor Profiles
We are actively seeking individuals who:
  • Respect community leadership and shared decision-making.
  • Bring relevant professional expertise or lived experience.
  • Can commit to quarterly meetings and active engagement.
  • Understand their role is advisory, with final authority held by the Community Circle.
Interested in contributing to this pivotal committee? Please contact Arthur Agustín, USC MSW Candidate, at [email protected].
Milestones for Advisory Committee & Project Governance
01
Q1: Initiate Community Review Sessions
The Founder conducts review sessions with community members and stakeholders to align the evolving design.
02
Q1: Establish & Orient Advisory Committee
The independent Advisory Committee is formed and oriented for its role in guiding implementation.
03
Q2: Partnership Discussions & Project Overview
Formal partnership discussions can begin with community-approved organizations, based on prior review and alignment with the design and projections.

04
Q2: Advisory Committee Commences Meetings
The independent Advisory Committee begins regular meetings to provide ongoing guidance and oversight as the pilot moves forward.
Our Commitment to Transparency
As advisory roles and potential partnerships evolve, Arthur Agustín is committed to:
  • Publicly listing all Advisory Committee members, including affiliations, on official platforms.
  • Disclosing potential conflicts of interest to maintain integrity and public trust.
  • Ensuring full transparency regarding compensation for all advisory roles.
  • Upholding the Community Circle's final decision-making authority on all key initiatives and collaborations.
Continuous updates will follow as the Advisory Committee forms and formal partnerships are established. The demonstration model is ready for pilot implementation.
FVRC's Path to Impact

Important Note: These scenarios are pre-implementation design specifications—what the model is designed to achieve, not actual results. They are projections grounded in lived experience, practice knowledge, and community engagement. The pilot will test whether implementation matches design intent.
YEAR 1 — PROOF OF CONCEPT (Design Specification)
  • 2 modular homes built
  • 6 participants certified
  • Zero participants reincarcerated during program
  • Unity Protocol fidelity documented
  • Research data collected
  • DSW capstone findings submitted for peer review
YEAR 2 — COHORT CASCADE (Design Specification)
  • 4 homes
  • 12 participants
  • Cohort 1 graduates become mentors
  • Community governance structure operational
  • First SROI calculation completed
YEAR 5 — COUNTY REPLICATION (Design Specification)
  • 3 sites across LA County
  • 36 participants
  • Policy pathway established
  • CDCR MOU formalized
  • State funding secured
YEAR 10 — NATIONAL MODEL (Design Specification)
  • 50 sites
  • 600 participants
  • Federal replication blueprint published
  • Peer-reviewed literature established
  • The Delancey Street of the 21st century — with a research protocol
These are not promises. They are the targets the research will test. If the model works as designed, this is liberation at scale.
POLICY AGENDA
Three Policy Demands
If incarceration was engineered, liberation can be too. The only question is whether you will.
Freedom Villages Regenerative Community (FVRC) is not a program. It is a policy case in wood, solar panels, and union wages. These three demands rest on existing federal law, active funding streams, and documented precedent. They are actionable now.
Three Policy Demands
1
DEMAND 1 — FUND THE PILOT
Seed funding for the 2-unit demonstration site. Not a grant. A co-investment with a 4–5:1 return. The evidence will follow the money.
2
DEMAND 2 — OPEN THE PIPELINE
CDCR and DAPO must formalize the warm handoff protocol. Parole-compatible design already exists. The referral pathway needs a signature.
3
DEMAND 3 — RECOGNIZE THE MODEL
California must create a policy pathway for community-governed, self-build housing as a reentry intervention. The law has not caught up to the evidence. It must.
These are not asks. They are the minimum conditions of a just society. FVRC has done the work. Now it is your turn.
FREEDOM VILLAGES REGENERATIVE COMMUNITY
The Turning Point Is Here.
The design exists. The site is ready. The scholarship is ready for activation.
✓ Design Complete
Pre-implementation blueprint developed and peer-reviewed at USC Phi Alpha 2026
✓ Site Ready
Phase 0 site acquisition strategy in place; land identified
✓ Scholarship Activated
DSW capstone proposal submitted; IRB framework designed; instruments named
History is waiting for the next move.
Note: Foundational theoretical frameworks (pre-2019) remain in place per DSW scholarly convention. All empirical claims draw on sources published within the last 7 years.
References
All statistics, projections, and design specifications in this document draw from peer-reviewed research, government data, and documented program outcomes. Every claim is traceable.
Recidivism & Reentry Research:
  • Aos, S., Miller, M., & Drake, E. (2006). Evidence-based adult corrections programs: What works and what does not. Washington State Institute for Public Policy. https://www.wsipp.wa.gov
  • Durose, M. R., Cooper, A. D., & Snyder, H. N. (2014). Recidivism of prisoners released in 30 states in 2005: Patterns from 2005 to 2010 (NCJ 244205). Bureau of Justice Statistics, U.S. Department of Justice. https://bjs.ojp.gov
  • Durose, M. R., & Antenangeli, L. (2021). Recidivism of prisoners released in 34 states in 2012: A 5-year follow-up period (2012–2017) (NCJ 255947). Bureau of Justice Statistics, U.S. Department of Justice. https://bjs.ojp.gov — Key finding: 62% rearrested within 3 years; 71% within 5 years.
  • Maruna, S. (2001). Making good: How ex-convicts reform and rebuild their lives. American Psychological Association. [Foundational desistance theory]
  • Kras, K. R. (2022). The irredeemable? How men convicted of sexual offenses reflect and reconcile redemption and condemnation scripts on the path to desistance. Deviant Behavior, 43(11). https://doi.org/10.1080/01639625.2021.1977592
Housing & Community Development:
  • Davis, J. E. (Ed.). (2010). The community land trust reader. Lincoln Institute of Land Policy. [Foundational CLT framework]
  • Mai, C., & Subramanian, R. (2017). The price of prisons: Examining state spending trends, 2010–2015. Vera Institute of Justice. https://www.vera.org — corrections-only baseline; see also Prison Policy Initiative (2026) for $445B+ full system estimate
  • Ostrom, E. (1990). Governing the commons: The evolution of institutions for collective action. Cambridge University Press. [Foundational governance theory — Nobel Prize in Economics, 2009]
  • Schneider, J. K., Lennon, M. C., & Saegert, S. (2022). Interrupting inequality through community land trusts. Housing Policy Debate.
  • Ali, O., & Raviola, S. (2025). The effects of community land trusts on neighborhood outcomes. Real Estate Economics, 53, 498–542. https://doi.org/10.1111/1540-6229.12525
Theoretical Frameworks:
  • Bandura, A. (1977). Social learning theory. Prentice Hall. [Foundational theoretical frameworks — canonical in DSW scholarship]
  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer. [Foundational theoretical frameworks — canonical in DSW scholarship]
  • Erikson, E. H. (1950). Childhood and society. W. W. Norton & Company. [Foundational theoretical frameworks — canonical in DSW scholarship]
  • Herman, J. L. (1992). Trauma and recovery: The aftermath of violence—from domestic abuse to political terror. Basic Books. [Foundational trauma theory]
  • Schnurr, P. P., et al. (2024). The management of posttraumatic stress disorder and acute stress disorder: Synopsis of the 2023 VA/DoD clinical practice guideline. Annals of Internal Medicine. https://www.healthquality.va.gov
  • van der Kolk, B. A. (2014). The body keeps the score: Brain, mind, and body in the healing of trauma. Viking. [Foundational trauma neuroscience]
Methodology:
  • Israel, B. A., Eng, E., Schulz, A. J., & Parker, E. A. (Eds.). (2005). Methods in community-based participatory research for health. Jossey-Bass. [Foundational CBPR methodology texts]
  • Minkler, M., & Wallerstein, N. (Eds.). (2008). Community-based participatory research for health: From process to outcomes (2nd ed.). Jossey-Bass. [Foundational CBPR methodology texts]
  • Buchanan, Z., et al. (2024). Electronic health record reveals community-level cardiometabolic health benefits associated with 10 years of community-based participatory research. Public Health, 232, 38–44. https://doi.org/10.1016/j.puhe.2024.04.010
Comparable Programs:
  • Delancey Street Foundation. (2023). Our accomplishments. https://delanceystreetfoundation.org/accomplish.php
  • Washington State Institute for Public Policy. (2024). Benefit-cost results: Adult criminal justice. https://www.wsipp.wa.gov/BenefitCost
Cost of Incarceration:
  • California Legislative Analyst's Office. (2025). How much does it cost to incarcerate a person? 2025–26 enacted budget. https://lao.ca.gov/policyareas/cj/6_cj_inmatecost — California CDCR: $127,800/year per person
  • Kang-Brown, J., & Wagner, P. (2026). Following the money of mass incarceration 2026. Prison Policy Initiative. https://prisonpolicy.org/reports/money2026.html — Total system cost: $445B+ annually
  • Bureau of Prisons. (2024). Annual determination of average cost of incarceration fee (COIF), FY2023. Federal Register. — Federal BOP: $44,090/year
All citations conform to APA 7th edition. Primary sources are publicly accessible. Full bibliography with page numbers available upon request.
THE ASK — WHAT HAPPENS NEXT
The design is complete. The verdict is next.
Approve the Capstone
DSW Committee: Advance this proposal to implementation.
Fund the Pilot
Funders & Partners: Co-invest in a $4–$5:$1 return per dollar deployed.
Join the Coalition
Community Leaders & Institutions: Your partnership makes replication inevitable.
"This is not permission. It is an invitation to be on the right side of history." — Arthur Agustín, Founder & Principal Investigator, FVRC
FOUNDER & PRINCIPAL INVESTIGATOR
Arthur Agustín
Arthur Agustín is not an outside researcher studying formerly incarcerated people. He is formerly incarcerated, built a doctoral-level intervention model from within, and now seeks the scholarly infrastructure to test it.
Credentials & Roles
  • MSW Candidate, USC Suzanne Dworak-Peck School of Social Work
  • DSW Applicant, USC Suzanne Dworak-Peck School of Social Work
  • Founder & Principal Investigator, Freedom Villages Regenerative Community (FVRC)
  • Presenter, USC Phi Alpha 2026 Annual Research Symposium (March 28, 2026)
  • Formerly incarcerated reentry practitioner
Why This Matters
  • Insider-researcher with structural safeguards: ABC Firewall and Independent Data Monitor
  • Practice knowledge in reentry, workforce development, and community organizing
  • Model built from peer-reviewed literature, documented program outcomes, and lived experience
  • Positionality is not a bias to manage — it is the epistemological foundation of the research
USC MSW CANDIDATE
DSW APPLICANT
FVRC FOUNDER
PHI ALPHA 2026
APPENDIX — SOURCE OF KNOWLEDGE & DISCLAIMER
About This Presentation
This document is both grant proposal and scholarship — transparently, intentionally, and unapologetically.
WHAT THIS DOCUMENT IS
A pre-implementation capstone proposal for DSW committee review at the USC Suzanne Dworak-Peck School of Social Work. A funder brief for a 2-unit demonstration pilot. A policy brief for government and institutional partners. A community blueprint for future residents. All four — simultaneously, transparently, without apology.
WHAT THIS DOCUMENT IS NOT
A completed research study. A guarantee of outcomes. A final budget. A confirmed partnership agreement. All projections are design specifications. All partnerships are in development. All outcomes remain to be tested.
SOURCES OF KNOWLEDGE
Peer-reviewed research (14+ cited sources, APA 7th edition). Lived experience of incarceration and reentry (founder). Practice knowledge from 10+ years of community organizing in LA County. Community engagement and consultation (informal, ongoing). USC Phi Alpha 2026 peer-reviewed presentation (March 28, 2026).
CONFLICTS OF INTEREST DISCLOSED
The founder is the principal investigator, program designer, and primary author. That dual role is a named limitation. Structural safeguards (ABC Firewall, Independent Data Monitor, USC oversight) mitigate — not eliminate — the conflict. Full disclosure is the first safeguard.
The most dangerous document is the one that does not know what it does not know. This document knows exactly what it does not know — and names it on every card that matters.